A product by Outlaw Holdings · Now open
Probes ChatGPT · Perplexity · Claude · Gemini
CitedAudit
AI search is the new shelf space

When customers ask AI about your category, does it name you?

ChatGPT, Perplexity, Claude, and Gemini answer with specific brands. CitedAudit measures whether they cite yours — scores it against your competitors, and shows you exactly why you're missing.

✓ Free — no card ✓ Full audit $149, or keep watch $29/mo ✓ We run it on our own sites — proof below
CitedAudit report · category leaderboard Share of Citation
"best accessibility & ADA tools for a small business, 2026"
1AudioEye10.8%
2accessiBe10.3%
3UserWay8.3%
4Siteimprove5.9%
—Your brand not cited0.0%
ChatGPTPerplexityClaudeGemini 240 probes · 4 buyer stages
We probe the four answer engines your buyers actually use ChatGPT Perplexity Claude Gemini

Proof, not promises

The proof is in the pudding.

We run CitedAudit on our own sites and publish the numbers in the open — no cherry-picking, no "directional" hand-waving. Watch us climb the leaderboard against the field.

0% → 13.1%
TaxStand Share-of-Citation — dead last to #2 in its category, past O'Connor (est. 1974).
5 runs · May → Sep · see the timeline →
#1 in category
CitedAudit itself — 9.5% SoC, ahead of Profound (4.5%). We rank #1 for "AI-citation tool," measured in the open.
9 sites, live
The whole portfolio — Google-verified indexing plus citation tracking across ChatGPT, Claude, Perplexity & Gemini.

Measured live on our own portfolio — not stock logos, real numbers

TaxStand 13.1% · #2 CitedAudit 9.5% · #1 US Vet Help tracking RoleMatched tracking adacheck tracking Not Bad News indexed YoCaden tracking Outlaw Systems indexed Outlaw Holdings indexed
The gap nobody is measuring
In our baselines, an uncited brand scores 0%.
The category leader averages 31%.

That 31-point spread is the new SEO gap — except there's no click to measure, no rank to check, and no dashboard from Google telling you it happened. You're just quietly left out of the answer.

~60%
of category research now starts inside an AI assistant, not a search bar
4
engines we probe — ChatGPT, Perplexity, Claude, Gemini — with zero per-engine add-on
240
buyer-phrased prompts across 4 funnel stages, each run multiple times for stable results
How it works

Three steps. One plain-English report.

No dashboard to learn, no subscription to babysit. You get a scored PDF + a shareable link.

Audit

We ask the four AIs 240 real buyer questions about your category and record which brands they cite, in what order, from which sources. You get a scored leaderboard — you vs. your competitors.

Remediate (optional)

We identify the exact sources the AIs pull from — and rebuild that surface: schema markup, the citation chain, authoritative references — so your brand starts showing up in the answers.

Monitor (optional)

Monthly re-runs of the same prompts, emailed to you, so you can watch your citation share climb — and catch it when an AI changes how it weights your category. Cancel anytime.

Under the hood

This isn't a keyword tool with an AI sticker on it.

Every run is a live interrogation of the four models your buyers actually use — captured, parsed, and scored against your competitors. Here's the machine.

Category & intent modeling

We reconstruct the ~240 real buyer questions your customers ask across all four funnel stages — awareness to purchase — not vanity keywords. The prompt set is category-specific and rebuilt for every audit.

Live multi-engine interrogation

Each prompt is fired at ChatGPT, Perplexity, Claude & Gemini — roughly 960 live model calls per run — capturing the exact answer, every source cited, and the order they're ranked.

Citation-graph extraction

We parse each answer into a citation graph: which domains the model quoted as its source, which brands it named, and where each one landed. That yields your Share-of-Citation and Share-of-Voice against every rival.

Indexing truth layer

We hit Google's URL-Inspection API on every page in your sitemap for the real coverage state — indexed, crawled-not-indexed, or invisible — not a "submitted" receipt. Then we push IndexNow across the ecosystem.

AI-readiness scoring

Your site is machine-scored 0–100 on the signals retrieval models actually weight: entity clarity, structured data, extractable claims, freshness, crawlability, and machine access. The weighting model is proprietary.

Gap-to-fix ledger

We diff your citation profile against the category leader and output a ranked, specific fix list — the exact sources to rebuild, in priority order. No "improve your content" hand-waving.

Proprietary weighting. Disclosed method. We don't estimate what AI thinks of you — we measure it, live, on every run.
4engines probed
~960live probes / run
Googleverified indexing
Why not just use a $29/mo tracker?

The honest comparison

Most tools watch one or two engines and stop at "you're mentioned 4%." They don't check your site, don't verify what the AI actually says about you, and never let you just buy the answer once.

 CitedAuditGEO trackers
(Otterly, Peec, Rankscale)
Enterprise suites
(Conductor, Profound)
AI engines probed4 — all included1–2 (+ per-engine fees)3–4
Buyer-stage coverage4 stages, 240 promptsusually 1varies
Technical SEO / crawlability check✓ included✗ noneseparate product
Verifies what the AI says is true✓ yes✗ no✗ no
Remediation available✓ option✗ noadd-on
Buy once (no subscription)✓ $149 one-time✗ subscription only✗ $27–49K/yr
Built for the very-small business✓ yesagencies✗ enterprise
A $29/mo tracker is ~$350/yr and still leaves you stitching together a separate SEO tool. CitedAudit is one purchase, all four engines, site check included.
Paying a GEO or "AI-SEO" agency $3,000–$7,500 a month? See how a $149 audit compares →
See the format

Your category leaderboard — one table that says it all

This is the core of every report: who the AIs cite in your space, and where you land. Here's what one looks like.

RankBrandShare of CitationCited by
1Category leader31.2%ChatGPT · Perplexity · Gemini
2Runner-up18.7%Perplexity · Claude
3Third place9.4%ChatGPT · Gemini
4Competitor D6.1%Perplexity
5Competitor E4.0%Claude
—Your brand0.0%not cited

See your real category — and where you rank.

Run my audit — $149
The cost of doing nothing

While you read this, the answer is being given — without you in it.

Search didn't slow down. It moved. Your buyers now ask an AI, get one answer, and never see a page of links. If you're not in that answer, you're not in the running — and there's no rank drop to warn you it happened.

58%
of Google searches now end in zero clicks to any website
−61%
organic click-through when an AI answer sits on top of the results
~30%
of the traffic to pages that ranked #1–3 is already gone
47%
of buyers now run their purchase decision through an AI first

What is invisibility costing you?

Enter what your business earns from online discovery each month. We'll show the slice bleeding into AI answers you're not cited in — conservatively.

$

Default 30% reflects BrightEdge's measured traffic loss on top-ranked pages once AI answers appear. Drag it to your reality.

You're losing about
$144,000
≈ $12,000 every month, every year
The audit that finds & fixes it: $149.
That's 0.1% of this year's loss.
Stop the bleed — get my audit

Sources: Similarweb & Datos zero-click analysis, BrightEdge AI-Overview traffic study, Gartner search-volume forecast, and 2026 AI-commerce adoption surveys. Benchmarks are industry figures; the calculator is a deliberately conservative estimate, not a guarantee — your CitedAudit report measures your actual category, not an average.

Pricing

Buy the answer once. Fix it only if it's worth it.

Every checkout asks for your website so we can scope your category. The audit is a complete deliverable — you keep the report whether or not you remediate.

START HERE Full Audit
$149 one-time

The complete AI-visibility report — all 4 engines, 240 prompts, your full competitor leaderboard.

  • All 4 engines, no add-ons
  • 240 prompts, 4 buyer stages
  • Competitor leaderboard
  • Technical + crawlability check
  • Plain-English PDF + shareable link
Get the full audit — $149
Monitoring
$29/mo

Watch your citation share climb. Monthly re-audit across all engines, emailed to you. Cancel anytime.

  • Monthly re-audit, all engines
  • Citation-lift trend
  • Emailed report
  • Alerts on big shifts
Keep watch — $29/mo
Remediation
$1,497 flat

Want us to actually fix it? We rebuild the sources the AIs pull from — scoped to your site, and your $149 audit credits toward it.

  • Schema + citation-chain rebuild
  • Authority reference plan
  • Before/after re-audit
  • Your $149 audit credits in
Get remediation — $1,497

Not sure yet? Start with the audit. If the gap isn't worth fixing, you've spent $149 to know exactly where you stand with AI — and you keep the report.

Get started

Find out if AI is citing you.

Enter your website at checkout. We probe all four engines across your category and email your scored report.

Delivered by email. Measures citation presence; no specific ranking outcome is guaranteed.