Luiz Tessarolli is a Brazil-based founder and engineer building Recrutador, a hiring tool designed to help interviewers evaluate candidates against clear criteria and evidence rather than impressions.
Luiz Tessarolli is most useful for practical structured-hiring education for SMB owners and hiring managers, tied to Recrutador.
Best for
It fits recruiting-tech educational co-marketing aimed at SMB owners and hiring managers without formal HR.
Not for
It does not fit large employer-brand or job-board campaigns seeking broad job-seeker reach and paid sponsorship.
Key takeaways
Hiring often rewards confidence or rapport over evidence of candidate ability.
Write four to six concrete criteria before the first interview.
Recrutador assists the interviewer and does not make the hiring decision.
Check first: Confirm audience demographics, professional attributes, and recent structured-hiring post results.
Main ideas
Structured interviews beat interview charisma · Write four to six concrete criteria before the first interview · Recrutador should assist the interviewer, not decide
Luiz Tessarolli is a Brazil-based founder and engineer building Recrutador, a hiring tool focused on making interviews more structured.
In their posts, they argue that hiring often rewards confidence or personal rapport over evidence of a candidate’s ability.
They explain how to replace vague criteria such as “communication” or “proactive” with specific expectations, questions, and examples of strong and weak evidence.
Recrutador supports the interviewer but does not make the hiring decision, and it is Tessarolli’s central work.
Tessarolli turns broad concerns about biased or inconsistent interviews into practical steps for hiring teams.
One post contrasts the vague criterion “communication” with the more observable ability to explain a technical decision to a non-technical stakeholder without losing precision.
Another uses an administrative-assistant example to show how one criterion can shape an opening question and reveal concrete signs of strong or weak evidence.
They also adapt the advice for small-business owners without HR teams, recommending four to six criteria before interviews begin.
The specific examples and low-process guidance help people compare candidates more consistently, whether or not they use Recrutador.
They describe the tool as support for the interviewer, not a decision-maker, and say audio is not stored.
Luiz Tessarolli argues that hiring still rewards interview charisma over job ability, and that structured interviews with fixed criteria and evidence are the fix.
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They focus on making that science usable for ordinary teams, especially small and midsize businesses without HR, through concrete criteria, rubrics and a tool that assists the interviewer rather than deciding. They cite selection research and describe Recrutador as a five-phase system with no fit score and no stored audio.
Structured interviews beat interview charisma
Luiz Tessarolli argues that most companies still hire as they did decades ago: the candidate who interviews well wins, not necessarily the one who can do the job.
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The fix is structured interviews, fixed criteria and evidence over impressions.
The science has been available for more than 80 years, but, they say, it did not reach ordinary teams because it required too much manual work.
The post cites Schmidt and Hunter's review of 85 years of selection research, reporting .51 predictive validity for structured interviews against .38 for unstructured ones.
In one post, Luiz Tessarolli writes that applicant tracking systems solved logistics—posting roles, tracking applicants, moving cards—but never touched the interview, which still runs on gut: 'Whoever talks best, connects fastest, feels right.'
Write four to six concrete criteria before the first interview
The recurring method: write four to six criteria before booking interviews, define strong and weak evidence, and ask every candidate the same opening questions.
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A vague criterion like 'communication' fails because interviewers can hear the same answer and score it against definitions they invent on the spot.
A usable criterion leaves almost nothing to interpret.
Luiz Tessarolli says writing four to six criteria takes 60 to 90 minutes for a role you already know and produces the role definition, opening questions and rubric at once.
For small-business owners, a shorter version takes 30 minutes and a piece of paper.
For an administrative assistant role, the criterion is 'prioritizes under volume without needing the manager to make every call.' The opening question is 'Tell me about a week when more requests came in than you could handle.
How did you prioritize?' Strong evidence includes the logic used to prioritize, what was communicated to whoever had to wait, and how pending work was tracked.
Weak evidence includes 'I tried to get to everything' or total dependence on the manager.
Recrutador should assist the interviewer, not decide
Luiz Tessarolli describes Recrutador as a layer that helps a human decide based on evidence rather than impression—not another candidate storage system or ATS.
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The five-phase process uses one ruler: the Strategist sets evaluation criteria, an app reads evidence in each answer during the interview and tells the interviewer where to probe, and a final report ties every criterion to what the candidate said.
The report backs the decision rather than making it; there is no interview fit score, and audio is never stored.
The product aims to keep a decision defensible later, even to people who were not in the room.
Luiz Tessarolli writes: 'No interview fit score.
No precision theater.
The report backs your decision, it does not make it for you.' A separate post states two non-negotiables: 'it assists the interviewer, it never decides.
Make structured hiring usable for teams without HR, in Portuguese and English
A recurring priority is reaching people who hire without a formal HR process.
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Luiz Tessarolli names SMB owners with no HR team who hire only now and then; recruiters and hiring managers who want every interview run against the same structured criteria; recruitment agencies interviewing at volume that must justify each hire to a client; and big companies that lack structure during interviews.
The advice is deliberately low-process: before the first interview, spend 30 minutes writing four to six concrete criteria.
The bilingual post makes the same argument in Portuguese and English for Brazilian SMB owners and English-speaking readers.
The bilingual post says: 'Doesn't need HR.
Doesn't need a process.
Needs a piece of paper.' It describes the difference when comparing candidates as 'absurd' and says the 'polished self-promoter' stops winning over the genuine candidate just because they spoke better.
This is the clearest starting point for Luiz's core argument: structured interviews work better when criteria are written so two interviewers would score the same answer the same way.
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Luiz uses a single word, “communication,” to show why most hiring criteria fail.
Two interviewers hear the same answer and score it against different invented definitions.
The fix is to write criteria that leave almost nothing to interpret.
The post contrasts a weak criterion, “communication,” with a usable one: “can explain a technical decision to a non-technical stakeholder without losing precision.”
It then works through a full example for an administrative assistant role: criterion “prioritizes under volume without needing the manager to make every call”; opening question “Tell me about a week when more requests came in than you could handle.
How did you prioritize?”; strong evidence includes the logic used, what was communicated to whoever had to wait, and how pending work was tracked; weak evidence includes “I tried to get to everything” or total dependence on the manager.
Luiz says writing four to six criteria takes 60 to 90 minutes and produces the role definition, opening questions, and rubric at once.
The post cites Schmidt and Hunter's review of 85 years of selection research: .51 predictive validity for structured interviews versus .38 for unstructured ones.
For brands planning a campaign
A recruiting tech partner could build a short-form series around one role per episode, using this weak-versus-usable criterion format and ending with a downloadable four-to-six-criteria worksheet. It gives the audience a complete, repeatable exercise rather than a product pitch.
This bilingual post gives the shortest version of Luiz's advice for people who hire without a formal HR process, making it a useful entry point for small-business audiences.
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Luiz writes for small and medium business owners who keep hiring the wrong person despite spending real time on interviews.
Asked what the role actually needs, they answer vaguely: “someone proactive with an ownership mindset.”
Every candidate then answers a different version of the role.
Luiz recommends sitting down for 30 minutes before the first interview to write four to six concrete criteria: what counts as strong evidence and what counts as weak evidence.
“Doesn't need HR.
Doesn't need a process.
Needs a piece of paper.”
They say the difference when comparing candidates is dramatic, and the “polished self-promoter” stops winning over the genuine candidate just because they spoke better.
The post appears in Portuguese and English.
For brands planning a campaign
A partner could localize this exercise for Portuguese- and English-speaking SMB owners, pairing a printable criteria sheet with a live or recorded walkthrough. It fits a campaign aimed at businesses that hire occasionally and need a low-process first step.
This post gives the product-level overview in Luiz's own words: what Recrutador does, what it refuses to do, and where the interview decision is meant to sit.
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Luiz opens by saying that in 2026 most companies still hire the way they did decades ago: the candidate who interviews well wins, not necessarily the one who can do the job.
The science of structured interviews, fixed criteria, and judging evidence instead of impressions has existed for over 80 years; what was missing was a tool to put it to work from the first job draft to the final call.
Recrutador is described as a system with five phases and one ruler.
First, the user and the Strategist set evaluation criteria and define what “good” looks like for the role.
During the interview, an app reads the evidence in each answer in real time and tells the interviewer where to push harder.
At the end, an interview report ties every criterion to what the candidate actually said, so the decision holds up later, even with people who were never in the room.
Luiz explicitly rejects an interview fit score and “precision theater”: the report backs the decision; it does not make it.
It stays private to the interviewer, and audio is never stored.
The post asks whether running the interview or defending the decision afterward is harder, and links to a methodology page.
For brands planning a campaign
A content collaboration could focus on the pain of defending a hiring decision, with a product demo showing criterion-by-criterion traceability without implying automated selection. Because Luiz rejects fit scores, partner messaging should avoid that language and emphasize interviewer support.
This is the origin story and audience definition in Luiz's own words, useful for newcomers who want to know why the product exists and which hiring teams it addresses.
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Luiz introduces the post as “Luiz, solo bootstraped founder from Brazil, and engineer behind Recrutador.”
The argument is that applicant tracking systems solved logistics: posting roles, tracking applicants, moving cards across a board.
They never touched the interview, which still runs on gut.
The science to fix this has existed for 80+ years but required too much manual labor for normal teams.
Recrutador is building the layer that helps a human make the call in the room based on evidence instead of impression.
The post describes the attached carousel as a neutral hiring memo generated by the product.
Intended users include SMB owners with no HR team who hire occasionally; recruiters and hiring managers who want every interview run on the same structured ruler; recruitment agencies such as RPO/BPO interviewing at volume and needing to justify each hire to a client; and big companies that lack interview structure.
Luiz states two lines that will not be crossed: the product assists the interviewer and never decides, and audio is never stored.
Early adopters are described as coming on board, and the post offers free credits through the app or by email.
For brands planning a campaign
A partner could build founder-led “why I built this” content, then split follow-up material by segment: SMB owners, RPO/BPO agencies, and enterprise hiring teams. Free credits can serve as a trial call to action, while the two stated boundaries should stay central to product-related claims.
Concrete criteria and rubrics before the first interview3
Evidence-based interview reports and decision defensibility3
Hiring without an HR team3
Bilingual Portuguese-English publishing for hiring audiences3
Recrutador as a five-phase hiring system2
Structured interviews over interview charisma
Luiz Tessarolli argues that hiring still rewards the candidate who interviews well or feels right, not necessarily the person who can do the job.
Read more
Their recurring answer is structured interviews with fixed criteria, judging evidence instead of impressions.
One post cites Schmidt and Hunter's review of 85 years of selection research, reporting .51 predictive validity for structured interviews versus .38 for unstructured interviews.
They describe this science as established for more than 80 years but inaccessible to normal teams because it required too much manual work.
References selection research and links to a methodology page, rather than relying only on personal opinion.
For brands planning a campaign
A recruiting tech partner can build content around why structured interviews outperform unstructured ones, using practical before-and-after examples instead of generic hiring advice. The creator's framing suits educational explainers, webinars, or lead magnets for teams that already interview but lack consistency.
Concrete criteria and rubrics before the first interview
The most repeated practical method is to write 4 to 6 concrete criteria before booking interviews, define strong and weak evidence, and use the same opening questions for every candidate.
Read more
An example for an administrative assistant role contrasts weak "communication" with a usable criterion: explaining a technical decision to a non-technical stakeholder without losing precision. The post says this takes 60 to 90 minutes for a role you already know and produces criteria, opening questions, and a rubric.
A short pre-interview writing exercise: choose 4 to 6 criteria, define strong and weak evidence, and generate opening questions from the criteria.
For brands planning a campaign
A strong workshop or downloadable template angle: a brand can sponsor a "write your rubric in 90 minutes" resource, with Luiz Tessarolli walking through criteria, evidence, and scoring. It gives the audience a portable artifact rather than just an opinion.
Evidence-based interview reports and decision defensibility
Luiz Tessarolli describes Recrutador as helping interviewers during and after the conversation: an app reads evidence in each answer in real time and tells the interviewer where to push harder; afterward, it produces a report tying each criterion to what the candidate said.
Read more
They emphasize that the report backs the decision rather than making it, that there is no interview fit score, and that audio is never stored. The stated benefit is a decision that holds up later, even with people who were never in the room.
For brands planning a campaign
For a recruiting tech company, the partnership can focus on defensible hiring decisions and client-ready interview documentation, especially for agencies or teams that must justify hires. Keep the creator's boundary clear: the tool assists the interviewer and never decides.
Luiz Tessarolli writes for SMB owners who hire only now and then and have no HR team, as well as recruiters, hiring managers, RPO/BPO agencies interviewing at volume, and large companies that lack structure in interviews.
Read more
One post says the method needs no HR team or formal process, just a piece of paper and 30 minutes to write criteria.
For brands planning a campaign
The creator's audience framing supports content for small and midsize businesses that cannot adopt heavyweight recruiting software. A collaboration could pair simple hiring templates with product-led education for teams without a dedicated talent acquisition function.
A product-focused post describes Recrutador as five phases and one ruler: the Strategist sets evaluation criteria, the interview app reads evidence in real time, and the final report connects each criterion to candidate statements.
Read more
The product is positioned as a layer that helps a human make the call, not another candidate storage system or ATS.
The product is explicitly not an ATS or candidate storage system; Luiz Tessarolli positions it as a decision-assist layer.
For brands planning a campaign
A partner can create product-adjacent content that explains the five phases through a real hiring scenario rather than a feature tour. The creator's ATS-versus-decision-layer distinction gives a recruiting tech audience a clear category story.
Bilingual Portuguese-English publishing for hiring audiences
One post is published in Portuguese and English, targeting Brazilian SMB owners and English-speaking readers with the same argument about vague role criteria and interview inconsistency.
Read more
Other posts include carousels and a full guide with references.
For brands planning a campaign
A collaboration can be produced in both Portuguese and English without rewriting the core idea, which may suit a recruiting tech company expanding in Brazil or serving bilingual teams. The creator's existing mix of posts, carousels, and linked guides can be adapted into co-branded assets.
Luiz Tessarolli's posts describe one commercial relationship: Recrutador, the interview product they say they founded and build solo.
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Tessarolli describes themselves as the founder and the engineer behind it, and the posts point readers to app.recrutador.com and recrutador.com/methodology.
The posts do not mention a sponsorship, affiliate, client, or investment relationship.
LinkedIn, Google sign-in, and applicant tracking systems come up as context or infrastructure, not as partners.
Recrutador
Owned business
Tessarolli says they founded Recrutador and built it solo in Brazil.
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The product uses five phases on one evaluation ruler: setting criteria with a Strategist, reading evidence from answers during the interview, and producing a report that ties each criterion back to what the candidate said. Posts direct readers to app.recrutador.com for free credits and recrutador.com/methodology for the research basis behind structured interviews.
Original disclosure
I'm Luiz, a bootstrapped founder from Brazil who built Recrutador solo and engineered the product.
Luiz Tessarolli publishes on LinkedIn about making hiring decisions based on evidence rather than interview impressions.
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The approach is practical and repeatable: several posts walk through writing four to six concrete criteria for a role, defining strong and weak evidence, and asking every candidate the same opening questions.
Others describe Recrutador, the hiring tool they built, as an interview assistant that reads evidence in an answer in real time and produces a criterion-by-criterion report.
It leaves the decision with the interviewer, without a fit score and without storing audio.
A recurring theme is making the method work for teams without an HR function; one bilingual post condenses the exercise into thirty minutes and a piece of paper.
To explore, start with the posts on criteria and rubrics, then move to the product posts on how the tool supports a human decision.
Adjacent writers below cover sales operations, procurement quality and revenue operations for Brazilian business audiences.
Structured interviewsInterview criteria and rubricsEvidence-based hiringHiring without an HR teamSmall and midsize businessesRecruiting technologyFounder-operatorLinkedIn carouselsBilingual Portuguese and English publishing
Diego Lorenzo Carvalho
Both write in Portuguese for Brazilian commercial and operational leaders, using short, ordered steps rather than broad opinions.
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Both argue that the person doing the work should own the analysis: Diego Lorenzo Carvalho wants sellers to bring their own root-cause analysis of the numbers to pipeline reviews, while Luiz Tessarolli wants hiring teams to define criteria and evidence before interviews so decisions do not rest on a manager’s impression.
Diego Lorenzo Carvalho writes about sales management, pipeline reviews and prospecting coaching. Luiz Tessarolli focuses on interview design and hiring decisions, not sales execution.
Both argue that the decisive work happens before the transaction.
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Ana Luiza Paes Araújo das Neves says procurement quality starts before the purchase, with requirements and acceptance criteria defined up front.
Luiz Tessarolli says teams should document criteria and strong versus weak evidence before the first interview.
Both teach through an ordered process and warn that the cheapest or fastest option is not necessarily the best outcome.
Ana Luiza Paes Araújo das Neves focuses on supplier quality management, procurement and supply chain reliability. Luiz Tessarolli focuses on recruiting and how interviews are run and scored.
Both argue against shortcuts and for building the underlying structure first.
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Paulo D'Elia says AI is cosmetic without clean data, documented processes and RevOps foundations; Luiz Tessarolli says hiring relies on gut instinct until criteria and evidence are defined. Each describes their operating system as a sequence of phases, and both publish in Portuguese for founders and business leaders.
Paulo D'Elia writes about GTM engineering, RevOps and using AI as an operating layer across marketing, sales and customer success. Luiz Tessarolli writes about structured hiring and interview decisions.
As of 2026-10-09, Luiz Tessarolli’s LinkedIn account had 821 followers.
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Their posts target SMB owners without HR, recruiters and hiring managers, recruitment agencies, and larger companies with unstructured interviews, making the case for structured criteria and fact-based interviews.
For a recruiting-tech partnership, treat the account as a small, niche LinkedIn audience; focus on whether it can reach enough of the right hiring decision-makers, not on raw follower count.
Ask for recent audience demographics (geography, age, gender), documented professional attributes such as role or seniority if those matter, and results for recent structured-hiring posts comparable in topic, depth, and format.
LinkedIn followers
821
LinkedIn account metadata with the research · 2026-10-09
Luiz Tessarolli's posts do not mention sponsorship or paid-partnership formats.
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Their commercial activity centers on Recrutador, a hiring tool they describe as a personal build.
The posts explain its approach to structured interviews and offer readers free credits if they contact Tessarolli through the product or by email.
For a recruiting tech company, a collaboration would run through Tessarolli as the founder of an adjacent hiring product, not through a published creator media kit.
Two product constraints would shape any joint content: the tool assists the interviewer but never makes the hiring decision, and interview audio is never stored.
No rate card, sponsorship policy, audience breakdown, disclosure practice or partnership terms are published; ask Tessarolli directly about these before proceeding.
Brief A: a recruiting-tech company wants an educational co-marketing campaign aimed at SMB owners and hiring managers who interview without a formal HR process.
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The campaign would teach structured interviews and practical criteria writing, with a product demo kept secondary to the hiring advice.
This is a strong fit.
Luiz Tessarolli's posts make exactly this argument: hiring still rewards the candidate who interviews well, while structured interviews with fixed criteria and consistent scoring produce better decisions.
The practical method is concrete and repeatable: write four to six criteria before booking interviews, define strong and weak evidence, and use the same opening questions for every candidate.
One post works through an administrative assistant example and cites Schmidt and Hunter's review of 85 years of selection research, reporting .51 predictive validity for structured interviews versus .38 for unstructured interviews.
The audience framing also lines up.
They write for SMB owners who hire occasionally and have no HR team, recruiters and hiring managers who want a consistent interview ruler, RPO/BPO agencies that must justify hires to clients, and larger companies with unstructured interviews.
The commercial route is product-led rather than a published media kit: the posts promote Recrutador, their own hiring tool, and offer free credits through the app or by email.
A partner should expect a direct founder conversation, not a standard sponsorship package.
The posts show 821 LinkedIn followers as of October 9, 2026, but provide no audience demographics, engagement data, or published rate card.
Before committing, ask for recent performance on structured-hiring posts and a clear disclosure or conflict arrangement, since they promote an adjacent hiring product.
When to choose a specialist
A large employer-brand or job-board campaign wants broad reach among job seekers, measured mainly by follower scale and paid sponsorship placement, with the creator endorsing generic career-advice or employer-brand messaging.
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This is a poor fit based on the posts.
The account is small and niche: 821 LinkedIn followers as of October 9, 2026, and the content speaks to people who make hiring decisions, not a mass job-seeker audience.
The posts show no consumer career-advice format or broad employer-brand audience.
They are also product-led: every post connects back to Recrutador, Luiz Tessarolli's hiring tool, and two stated product boundaries would sit awkwardly inside a generic employer-brand endorsement.
The tool assists the interviewer and never makes the hiring decision, and interview audio is never stored.
They also explicitly reject an interview fit score and "precision theater," which conflicts with campaign language that implies automated selection or simplified candidate ranking.
Before assessing a standard paid placement, ask for audience demographics, engagement benchmarks, a rate card, and a disclosure plan.
The mismatch is not that they cannot talk about hiring; it is that this campaign needs reach and generic endorsement, while the posts show a founder-led, methodology-driven account aimed at hiring decision-makers.
A worked campaign example
Worked campaign angle for a co-marketing campaign aimed at SMB owners and hiring managers without an HR team: "The 90-minute hiring rubric," a co-branded educational series.
Objective: help a recruiting-tech partner reach hiring decision-makers with a practical structured-interview method, while keeping Recrutador's product claims within the boundaries stated in the posts.
Audience: SMB owners who hire only now and then, plus recruiters and hiring managers who want every interview run on the same structured ruler.
Core asset: a LinkedIn post and carousel from Luiz Tessarolli that takes one role and shows the full exercise.
Start with a weak criterion such as "communication" and replace it with a usable one, for example: "can explain a technical decision to a non-technical stakeholder without losing precision."
Then show the opening question, strong evidence, weak evidence, and the 60-to-90-minute process for writing four to six criteria.
Use the administrative assistant example from the posts or a comparable role the partner sells into.
End with the hiring argument: the polished self-promoter should not win over the genuine candidate just because they spoke better.
Companion resource: a downloadable worksheet with columns for criterion, opening question, strong evidence, weak evidence, and interview notes.
The blank worksheet must work outside the article: a reader should be able to complete it for a real role and use the output to compare candidates.
Include a completed example beside the blank one.
Live or recorded workshop: a 60-to-90-minute session where participants write criteria for a role they are actually hiring.
The host walks through the 30-minute version for SMB owners and the fuller rubric version for recruiters.
The session should produce a usable artifact, not just a product demo.
Product segment: a short follow-up showing how an interview report ties each criterion back to what the candidate said.
Keep the stated boundaries visible: the tool assists the interviewer and never decides; there is no interview fit score; audio is never stored.
Do not present unknown commercial controls as working features.
Language: publish Portuguese and English versions, since one post already runs bilingually and targets Brazilian SMB owners alongside English-speaking readers.
Call to action: a trial-credit offer or a direct conversation, depending on what the partner and Tessarolli agree. The posts show free credits offered through the app or by email, but this is not a published sponsorship term.
Measurement and open items: ask for recent engagement on structured-hiring posts, audience demographics, and a rate or collaboration structure before committing budget.
Track campaign-specific links and worksheet downloads rather than follower count alone.
Confirm disclosure and conflict handling because Tessarolli is the founder of an adjacent hiring product.
Diego Lorenzo Carvalho writes for commercial managers who also handle sales operations.
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They’re a better choice when the campaign shifts from running interviews to reviewing a sales team’s performance.
In the two posts here, they argue that managers should stop owning the entire quota problem and ask each seller to bring a detailed funnel analysis and at least one root cause to a pipeline review.
The manager can then focus on coaching specific skills and developing the conversion metric agreed on with the seller.
The posts apply a principle also found in Tessarolli’s hiring content — judge people by structured criteria, not by how well they sound — to sales management.
They similarly warn that sellers who don’t analyse their own numbers hand the problem back to the boss.
The posts do not say anything about hiring, interviews, criteria writing, or candidate evaluation, so a recruiting-tech partner cannot run a campaign aimed at structured hiring with this creator without changing the campaign itself.
The audience is sales managers and revenue leaders rather than SMB owners and hiring managers, and no audience demographics, engagement figures, or commercial terms are present in the posts here.
Choosing this creator means accepting a sales-performance campaign instead of a hiring one, or accepting that the structured-interview method is not the subject.
Ana Luiza Paes Araújo das Neves writes for procurement and quality professionals.
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They’re a better choice when the campaign shifts to supplier management: two posts published minutes apart on 17 September 2026 argue that quality work should start before the purchase order, not during pre-audit season.
They outline a five-step supplier quality sequence — qualify, specify, measure, treat deviations, develop — and argue that on-time-in-full delivery alone can hide rework, rejections, repeat non-conformities and emergency buying, making the cheapest supplier the most expensive.
The approach echoes Tessarolli’s hiring posts: define what good looks like before the decision, not after.
The posts focus on supply-chain and quality decision-makers, not SMB owners or hiring managers.
A partner seeking structured-interview content would need to shift to a different function and audience.
The two posts are near-identical versions of the same argument, offering little evidence of range.
Ask for audience demographics, engagement data and commercial terms before deciding whether this audience fits.
Paulo D’Elia writes about embedding AI in operating routines rather than using it as a stand-alone tool.
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They’re a better choice when the campaign shifts to revenue operations: one post describes an agent that checks whether CRM records make sense for their funnel stage, whether the expansion pipeline has enough volume and timing to hit target, which teams are slipping, and which client ad accounts are losing performance without corresponding optimisation work.
The other describes a GTM engineering and theory-of-constraints certification, built around a three-layer pyramid — revenue operations as the base, revenue in the middle, engineering and AI on top — and argues that most companies start at the top and accelerate the chaos.
The practical advice is to standardise data, unify methodology and document processes before adding AI, a base-first argument comparable to writing criteria before booking interviews.
The posts focus on AI operations for revenue teams, marketing-sales-CS integration and GTM engineering, not hiring, interviews or candidate assessment.
Their references to specific tools and models make this a technology-stack discussion rather than a hiring-method discussion.
Ask for audience demographics, engagement data and commercial terms before deciding whether the fit works for an operational AI campaign.
Luiz Tessarolli's four LinkedIn posts describe Recrutador and its five-phase interview process, work through an example of writing criteria for an administrative assistant role, cite Schmidt and Hunter's selection research, and include one bilingual Portuguese-English post aimed at Brazilian small-business owners.
The posts do not say when they were published, so they do not show a timeline of how the work has developed.
The referenced carousels and the linked guide and methodology pages are not included in the posts, which do not provide audience demographics, engagement data, published sponsorship terms, or mention other signature work such as books, shows, or earlier projects.
Comparisons with similar creators draw on two posts each from three adjacent writers; no audience measurement is available for any of them.
Statements about how Recrutador works come from Tessarolli's own posts, not from independent testing of the product.
The LinkedIn account snapshot was taken October 9, 2026.