Who runs it, how the money works, what is in court, what changed lately: a report where every claim links to the record behind it, back in minutes. Check it, quote it, and keep going. The subject is never contacted.
Background that used to take a day of calls, before your first call.
One report, see pricing, no subscription needed. See pricing.
| The same work, elsewhere | What it costs |
|---|---|
| A private investigator, by the hour | $132 an hour on average a survey of 32 investigation firms in the 10 largest US metros, April 2026. Source: Zealous Advocate |
| A diligence firm, comprehensive report on one executive | $1,500 to $5,000 per executive a comprehensive executive due diligence report, one firm's published price range (advanced or global work runs $5,000 to $15,000 and up). Source: JRG Partners |
| A reporter's own hours on background | $29.91 an hour median pay of a reporter, 2025, before benefits and overhead. Source: US Bureau of Labor Statistics |
| A MentionFox Full Report on the company and the people behind it | See pricing for the whole report, back in minutes |
Lin Qiao is the co-founder and CEO of Fireworks AI and is the person any acquirer would be across the table from. Her profile confirms the role, her prior position is stated on the company's own team page, and a national business outlet reported in April 2026 that she helped build PyTorch at Meta before founding Fireworks AI.
Read it in the full sample report, with its sourcesCourt, legal, regulator and enforcement records were checked for Fireworks AI. None returned litigation filings, regulatory enforcement actions, consent orders, sanctions matches, or exclusion notices naming Fireworks AI, Inc. That absence is not a clearance, and the report says exactly what was and was not searched.
Read it in the full sample report, with its sourcesThese are the kinds of names that cross a reporter's desk every week. Enter one and MentionFox returns a profile where every claim links back to where it came from — a verdict, the evidence behind it, and citations in your house style.
"I ran that program for eight years and we never missed a single audit."
"There's no connection between me and that company. I've never had any involvement with them."
"I have always supported this position. My view on it has never changed."
No black box. You start with a name and end with a sourced, cited profile where you can stand behind every line.
Type the source, subject, or public figure you're writing about. One name is enough to start.
MentionFox assembles roles, dates, affiliations, and the record into one profile — every claim linked to the evidence behind it.
Each factual claim gets a verdict and confidence tier. The network around the subject is mapped, with the timeline laid out so contradictions surface.
Export the profile with citations in your house style. Ship the piece knowing each line points back to where it came from.
Each surface returns a sourced, cited result — never a guess, never an unattributed claim.
Turn a name into a structured profile: roles, dates, affiliations, reputation, and sentiment — every line cited. Run a person profile.
A reader-ready profile that lays out the verdict, the evidence behind it, and citations in your house style. See a sample dossier.
For the person at the center of a story or a deal: claim-by-claim verification with a confidence tier on each. Open the vetter.
A home base tuned for reporters — the surfaces you reach for on deadline, in one place. Open the journalist den.
A profile pulls from many surfaces at once, so the network and timeline come back whole rather than one thread at a time. See coverage.
Every verdict ships with citations pre-formatted in APA, MLA, Chicago, Bluebook, or AMA — paste straight into your draft. See all features.
Working a name by hand means hours across tabs with nothing linked together. Generic people-search sites hand you an unsourced data dump you can't put in print. MentionFox returns one profile where every claim carries its evidence.
Hours of open tabs, scattered notes, and a network you're holding in your head. The facts may be right, but nothing is linked, nothing is dated, and you rebuild it from scratch for the next name.
An unsourced dump of addresses and relatives with no verdict, no confidence, and no citation. You can't stand behind a single line of it on the record, so it never makes the piece.
One sourced profile: claims verified with a confidence tier, the network mapped, the timeline laid out, and a citation on every line in your house style. Vet a subject or see a sample.
NewsGuard and Logically have the brand recognition. Here is how their product overlap looks against per-claim fact-checking for working writers.
| NewsGuard | Logically | MentionFox | |
|---|---|---|---|
| Coverage | 35,000 sites | Political speeches, livestreams | Any document |
| Verifies individual claims | No | Yes (political only) | Yes (any topic) |
| Citation styles | None | None | APA, MLA, Chicago, Bluebook, AMA |
| Pricing | Custom enterprise | Custom enterprise | Per page, see current pricing |
| Setup time | Weeks | Weeks | Paste text, get verdict |
Claims Check scales from a 1,200-word filing to a 280-page manuscript. Three tiers map to budget and rigor.
You paste it into Claims Check. In under 3 minutes, you see 23 factual claims, 19 verified with primary sources, 3 flagged "low confidence — verify by hand," and 1 flagged "citation broken — author claims a 2019 study, link is dead." You ship the piece with confidence.
Traditionally you'd skip fact-checking or pay a freelancer $5K-$20K. Instead, you run the manuscript through Claims Check at Magazine tier (80 credits a page for a manuscript over 200 pages): every claim checked with its evidence cited, every claim flagged for your editor's sign-off, and citation suggestions in Chicago style.
You paste the episode transcript. Claims Check finds every checkable claim and who said it, checks each one, and returns a report with a verdict and a cited source per claim: "'The company had 12,000 layoffs that year': supported, cited to the company's own filing." Your producer reviews a sourced list instead of a raw script.
Claims Check finds every passage the script presents as fact, checks each one, and marks what is documented, what is contested and what nothing on the record supports. Your entertainment lawyer starts from that sourced list instead of a blank page.
No black-box scoring. Each verdict shows the source URLs, the matching passage, the confidence tier, and citations pre-formatted in the style you picked.
One page = 250 words. Drop in either words or pages and the calculator handles the rest.
Upload the whole book at once and the credits per page drop. What a credit costs is on the pricing page. Bulk discounts apply automatically to manuscript-mode uploads.
| Pages | Newspaper | Hybrid | Magazine |
|---|---|---|---|
| 1-50 (article / chapter) | 5 cr/pg | 25 cr/pg | 100 cr/pg |
| 51-200 (longform book) | 4 cr/pg | 22 cr/pg | 90 cr/pg |
| 201+ (full manuscript) | 4 cr/pg | 20 cr/pg | 80 cr/pg |
A 280-page book at Magazine tier: 280 × 80 = 22,400 credits (28,000 at the 1-50 page rate — 5,600 fewer). Cached re-runs of the same manuscript are free for 90 days.
Same engine, different surface. Each vertical gets its own walkthrough plus pre-set tier defaults.
File a piece. Get per-claim verdicts before the desk does. Source-vetting included.
LiveManuscript batch mode. Drop a 280-page .docx, get per-chapter verification with shared manuscript context, at a fraction of freelance cost.
SoonUpload audio. Get a timestamped fact-check map per speaker.
SoonBiopic legal-vetting. Defamation flags per claim. Dramatic-license inventory.
LiveDrop any document. Every claim checked, with the evidence for and against cited.
Paste a document or a link. The Claims Check Snapshot gives the overall verdict, how many claims it makes, and two of them checked with a cited source, free.
No credit card · Cancel anytime · Read the methodology
Not for employment, credit or tenancy decisions. MentionFox research is for sales, partnership and investor research. Permitted use