To vet a B2B creator, check five things before you pay: whether their audience contains your buyers, whether their engagement is real, whether their expertise supports the claim you want made, who else pays them, and whether they label paid posts. Much of this you can check from public posts; the rest you ask the creator for. Follower count tells you almost none of it.
What should you check before contacting a creator?
Run every candidate through the same checks and write down what you found, what you still need to ask, and what stays unverified. A big audience should never cancel out an unresolved risk. Directive's agency playbook treats fabricated credentials, artificial engagement, repeated non-disclosure and refusal to share basic information as knockouts that apply before any scoring (Directive, 2026).
| Check | What to look at | Red flag |
|---|---|---|
| Audience fit | Job title, seniority, industry, company size and location of followers; who comments | Commenters are mostly job seekers, coaches or other creators when you sell to CISOs |
| Engagement quality | Comments across 6–12 months of ordinary posts, not just the hits | Repeated comment templates, odd geographic patterns, sudden follower jumps |
| Expertise | Roles, work history, depth of posts on your exact topic | A strong bio but shallow or recycled posts; expertise in a neighbouring field |
| Conflicts | Recent sponsors, advisory roles, affiliate links, competitor work | Current competitor deal or exclusivity they did not mention |
| Disclosure | Past sponsored posts as a reader sees them | Paid mentions without a Brand Partnership label or clear "Ad" wording |
| Reliability | References from previous brand partners | Evasive answers when you ask about an anomaly |
If you are still building the shortlist, start with the guide to finding B2B influencers or browse the creator directory.
Does their audience include your buyers?
Ask for the creator's own LinkedIn audience data. Every LinkedIn member has creator analytics showing followers by job title, location, industry, seniority, company size and company, and can export it as an .XLSX file (LinkedIn Help, 2026).
Two details matter when you read it:
- Only the top five results are shown for each demographic, so most of the audience is invisible in a screenshot.
- The date range applies to new followers and top demographics, not the total follower count. Check what period each screenshot covers before you compare numbers.
Practitioners say to budget time for this request. Jennifer Quigley-Jones of PMG notes that LinkedIn campaigns need extra time to manually ask creators for audience industries, job titles and locations (Net Influencer, 2026).
Then read the comments. Directive recommends sampling follower and commenter profiles by role, seniority and industry and comparing them with the media kit, and matching visible engagers against your target-account list where you can. Record how confident you are rather than producing a falsely precise score (Directive, 2026). Favikon, a creator-analytics vendor, says a comment-section read takes about four minutes per creator, and that for a credible niche creator roughly 70% of comments come from the target buyer. Treat that as a rough guide, not a pass mark (Favikon, 2026).
For a newsletter or podcast, ask for current subscriber or download reporting and how any job-role breakdown was collected. A host's LinkedIn following is not evidence of who listens to the show.
How do you spot fake engagement and engagement pods?
LinkedIn's rules ban artificially increasing engagement and agreeing in advance to like or reshare each other's content, which is how engagement pods work (LinkedIn Professional Community Policies, 2026). LinkedIn says it now pushes automated third-party comments out of the default "Most Relevant" view, may limit their reach, and may restrict accounts that keep posting them (Social Media Today, 2026).
Signs to look for, per Directive (2026):
- the same comment templates appearing post after post
- generic comments rather than substantive replies
- the same small group of supporters on every post
- implausible geographic patterns or abrupt follower jumps
One spike can have a legitimate cause, so compare several posts over time and ask the creator to explain anything odd. An evasive answer is itself part of the risk. In the US, the FTC's 2024 rule makes it unlawful to buy or procure fake followers, views, likes, comments or other indicators of influence that the buyer knew or should have known were fake, to misrepresent their influence for a commercial purpose (US FTC, 2024).
What does normal engagement look like? In our directory, median reactions per post as a share of followers were 0.22% for creators under 10,000 followers (35 creators), 0.11% for 10,000–49,999 (87) and 0.05% for 50,000 or more (11). That comes from a small sample of 232 creators who post about business topics, not a random sample (methodology). Use it to spot outliers worth a question, not as a cut-off.
Does their expertise support the claim you want them to make?
A clearly labelled ad slot needs less proof than an expert saying "I tested this and recommend it". For the second, ask what the creator actually tested and what limits they found.
Under the US FTC's Endorsement Guides, an endorser presented as an expert must really have that expertise, and the endorsement must rest on an actual evaluation of the product. The FTC's own example: an "engineer" endorsing a car is deceptive if their field is chemical engineering (US FTC, 2023).
Practical checks:
- Read beyond the bio. Linqia's Melanie Archer warns that impressive titles and buzzwords often lack substance a layer down (Net Influencer, 2026).
- Have a subject-matter expert review their work. PartnerCentric's Kate Fleming reviews 30–90 days of content and has a technical expert assess its substance (same source).
- Give them the product first. Mindaugas Petrutis, who built Lovable's creator programme, sends product access first and allows two weeks; a creator with nothing to show by then has answered the question for free (Favikon, 2026).
- Sample ordinary and sponsored posts, not only pinned or top-performing ones (Directive, 2026).
Example: you want a creator to recommend a workflow tool to engineering leaders. Their posts show real technical depth but no product evaluation. Don't approve a "this is the tool I'd pick" post on that evidence. Either they use the product and back the claim, or you buy a clearly labelled ad or an educational post that makes no verdict.
Who else is paying them?
Look at recent sponsorships, advisory roles, affiliate links and competitor mentions, then ask directly about anything current or planned. A past competitor deal isn't automatically disqualifying: it can show category knowledge, or it can signal saturation (Directive, 2026). If you need exclusivity, define it by named competitor, topic, geography and time period rather than a blanket ban (same source).
Public signals will be incomplete. Across our directory, creators labelled 149 posts as sponsored, paid or a partnership, against 8,074 brand mentions with no disclosed deal. A mention doesn't prove payment, and no label doesn't prove independence. Only 21% of creators stated any way to work with them, so a missing rate card doesn't mean a creator is closed to sponsorship. Check which brands creators already discuss on the brands pages, and see newsletter and podcast sponsors on the sponsorships pages.
How do you check their disclosure history?
On LinkedIn, anyone sharing a post in exchange for money, free products or another benefit must turn on the Brand Partnership label. The label resets to off for every new post, works only on public posts, and labelled posts are publicly searchable (LinkedIn Help, 2023). That gives you a quick history check:
- Search for the creator's labelled Brand Partnership posts.
- Compare them with posts that praise a product with no label.
- Ask about any unlabelled post that looks paid.
Why bother: when EU consumer authorities checked 576 influencers, 97% posted commercial content but only 20% consistently disclosed it as advertising (European Commission, 2024). The main sectors were fashion, lifestyle, beauty, food, travel and fitness, so it isn't a B2B rate, but it shows why you check rather than assume.
The risk lands on you as well. The UK CMA says brands should check posts about them, fix missing labels promptly, and are at risk if they keep working with a creator who repeatedly fails to label ads; it recommends "Ad" or "Advert" (UK CMA, 2025). The FTC likewise expects US advertisers to guide endorsers, monitor them and fix non-compliance (US FTC, 2023). UK guidance adds that a platform label is enough only if it is upfront and prominent; otherwise the creator should add their own (ASA/CAP, 2026). Rules differ by country, so check those that apply to each placement.
What data should you ask the creator for?
Send one short request after your public review, tailored to the gaps you found:
- LinkedIn audience export (.XLSX) or dated screenshots of top demographics, with the date range shown.
- Recent post performance, including ordinary posts, with organic and sponsored results kept separate (Directive, 2026).
- Definitions for any reach, engagement, click or revenue figure in their media kit (same source).
- Two or three past sponsored examples in the format you plan to buy.
- Current and planned sponsorships, advisory roles and exclusivity commitments.
- References from previous brand partners on communication, deadlines and disclosure.
- An explanation of any follower or engagement spike you noticed.
For newsletters and podcasts, swap items 1 and 2 for current subscriber or download reports and how audience roles were measured.
When is a paid pilot worth it?
Run a pilot when the evidence is good enough to proceed but you're unsure how the creator will execute. Directive suggests a small paid assignment such as an expert interview, a draft post or a limited sponsored collaboration, then expanding only if it confirms your assessment (Directive, 2026). Before signing, write down the deliverable, the question it answers, who reviews the content and disclosure, and what result means go or stop. A pilot doesn't fix an unresolved conflict or disclosure problem; settle those first.
Next step
Pick three to five candidates from the creator directory, run each through the checklist table above, and send your data request only to those who pass the public checks. When you're ready to commission work, use the guide to briefing B2B influencers, and see the B2B influencer marketing overview for how vetting fits into a full programme.
Sources
- B2B Influencer Marketing: The Complete 2026 Guide, Favikon, 2026
- How To Find And Vet A LinkedIn Influencer, Directive, 2026
- B2B Creator Vetting: 30 Experts on Why Audience Quality Beats Reach, Net Influencer, 2026
- LinkedIn Outlines Measures To Combat Engagement Pods, Social Media Today, 2026
- LinkedIn Professional Community Policies, LinkedIn
- View your creator analytics, LinkedIn Help
- Guides Concerning the Use of Endorsements and Testimonials in Advertising (16 CFR Part 255, final 2023 revision), US Federal Trade Commission / Federal Register, 2023
- Trade Regulation Rule on the Use of Consumer Reviews and Testimonials (16 CFR Part 465), US Federal Trade Commission / Federal Register, 2024
- Influencers' guide to making clear that ads are ads (October 2026), ASA / CAP (with CMA), 2026
- Social media endorsements: guidance for brands, UK Competition and Markets Authority, 2025
- Investigation of the Commission and consumer authorities finds that online influencers rarely disclose commercial content, European Commission, 2024
- Label post as brand partnership, LinkedIn Help