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Live · ChatGPT · Perplexity · Gemini · Google AI Mode · Google AI Overview

AI is already recommending tools like yours. Make sure it's recommending you.

See exactly where ChatGPT, Perplexity, Gemini, and Google AI describe — or ignore — your brand. Then get the exact Reddit comment, email, or GitHub PR ready to paste — and the Outcome Loop measures whether it actually moved your AI visibility 14 days later. No other tracker closes that loop.

Best fit: indie SaaS · AI tools · dev tools. Free check works for any domain, but our paid tracking is tuned for SaaS go-to-market — not e-commerce, local biz, or enterprise.

  • No credit card
  • 5 scans / week free
  • Cancel anytime
  • 30-day money-back guarantee

Now scanning · 1 of 3

What are the best tools to track brand mentions in AI search?

ChatGPT
Live

profound.comotterly.aiathenahq.ai
GEO Tracker missing
Perplexity
Live

otterly.aigeotrackerai.comprofound.com
GEO Tracker cited
Google AI Mode
Live

otterly.aifrase.iobrand24.com
GEO Tracker missing

1/3 engines cite GEO Tracker for this query

Auto-rotating

Live · last hour of audits across GEO Tracker

PerplexityLinearcited2m agoChatGPTNotiontop-rec4m agoGoogle AI ModeStripecited6m agoChatGPTCursormissing7m agoPerplexityVerceltop-rec9m agoGoogle AI ModeSupabasecited11m agoChatGPTResendmissing13m agoPerplexityPlausiblecited14m agoGoogle AI ModePosthogtop-rec17m agoChatGPTClerkmissing19m agoPerplexityLinearcited2m agoChatGPTNotiontop-rec4m agoGoogle AI ModeStripecited6m agoChatGPTCursormissing7m agoPerplexityVerceltop-rec9m agoGoogle AI ModeSupabasecited11m agoChatGPTResendmissing13m agoPerplexityPlausiblecited14m agoGoogle AI ModePosthogtop-rec17m agoChatGPTClerkmissing19m ago
Google AI ModeAnthropiccited3m agoChatGPTLoommissing5m agoPerplexityFramertop-rec8m agoChatGPTRaycastcited10m agoGoogle AI ModeFigmacited12m agoPerplexityPitchmissing15m agoChatGPTTailscaletop-rec18m agoPerplexityModalcited21m agoGoogle AI ModeBunmissing23m agoChatGPTReplicatecited26m agoGoogle AI ModeAnthropiccited3m agoChatGPTLoommissing5m agoPerplexityFramertop-rec8m agoChatGPTRaycastcited10m agoGoogle AI ModeFigmacited12m agoPerplexityPitchmissing15m agoChatGPTTailscaletop-rec18m agoPerplexityModalcited21m agoGoogle AI ModeBunmissing23m agoChatGPTReplicatecited26m ago

You're not alone · 8 posts · 4 communities

Your SEO is fine. AI doesn't care.

This already happened to founders with great SEO — eight verbatim posts from r/SaaS, r/SEO, r/marketing, and r/Entrepreneur, all in the last 18 months. Same shock, different brands. If you haven't checked where AI puts you yet, you're reading this at the right time. If one of these reads like your week — keep scrolling.

We rank #3 on Google for our main keyword. Good DA, solid backlinks, the whole SEO playbook executed perfectly. But when I asked ChatGPT 'What's the best [tool for our use case]?' — we weren't mentioned. Ever. Our competitor (who ranks BELOW us on Google) got recommended 78% of the time. Us? 0%.

u/Resident-Ad4318
r/SaaS

My site ranks top 3 for a bunch of good keywords in regular Google search, traffic is steady around 5k organic visits a month, but when I check AI tools like Perplexity or ChatGPT search, we get zero mentions. Not even a nod. Your thoughts would save my sanity.

u/Awkward-Chemistry627
r/marketing

A lot of these tools feel like classic SEO dashboards, just rebranded for AI. Expensive plans, fuzzy scores, and not always clear what you're supposed to do with the data.

u/Lemonshadehere
r/SEO

Same story: abstract metrics, black box scoring, and pricing that assumes you'll pay forever just to "keep an eye" on things you don't fully control anyway. Missing anything actionable beyond "you appeared X times."

u/GrowthHackerMode
r/SEO

If AI visibility tools can't tie mentions to traffic or signups, they're just dopamine dashboards.

u/Siddharth1India
r/SEO

Maybe it's already part of the deal but what happens after the alert? If your tool flags a problem but provides no recovery protocol, you're not finished building. Awareness without solution just creates more work.

u/PracticalStoicUS
r/Entrepreneur

Manual checks feel pointless at scale.

u/MoistGovernment9115
r/digital_marketing

Pay attention to WHICH sources get cited when your competitors show up. That's basically a roadmap of where you need to be mentioned. If ChatGPT keeps citing some specific comparison blog when recommending your competitor, that's a target for you to get included.

u/TemporaryKangaroo387
r/SaaS
The diagnosis is everywhere. The cure is missing — so we built it.

The invisible loss

Your funnel sees the survivors. Not the disqualified.

Buyers no longer Google “best tool for X” — they ask AI, and it hands back a shortlist. Traditional analytics only starts after a click. AI-mediated discovery shapes that shortlist before a click exists. If your brand is missing from AI answers, you lose awareness and consideration before analytics can ever attribute the loss.

Buyers still in consideration
1,000/ 1,000
Lost before any click
0
1 dot = 10 buyersstage 1 / 4
1
1,000 buyers ask AI a category question
Discovery starts in natural language — before branded search exists.
2
650 are shown competitors first
AI ranks them above you. They never type your brand name.
3
338 more drop on the branded SERP
Of those who do search you, most bounce — old reviews, missing comparison page, slow site.
4
GA4 sees 12. That is what your dashboard reports.
AI ate the other 988 you never saw. Your funnel can't attribute a click that never happened.
GA4 / CRM
The 988 you never saw

GA4 sees 12. AI ate the other 988.

Your dashboard reports 1.2% conversion. The honest number is "we got the click from the 12 buyers AI did not eliminate first." The 988 are demand that disappeared before any pixel could fire.

attribution gap
98.8%
of buyer demand

Find out how many of those buyers actually see your brand — in 60 seconds, no signup.

Check your AI visibility — free

What founders find when they look

Most founders have never checked where AI puts them.

The ones who do are usually surprised. Here is what we have actually run — and the part no other tool in this category offers.

domains scanned for AI visibility
50+
domains scanned for AI visibility
AI engines measured in parallel
5
AI engines measured in parallel
to a proven citation outcome
14 days
to a proven citation outcome
the founder reads every email
1:1
the founder reads every email

Built in public — we publish the receipts

  • Public benchmark

    22 SaaS brands, scanned in public

    A snapshot of where every brand in the indie-SaaS niche stands across ChatGPT, Perplexity, and Google AI Mode. The same scan pipeline you would run on your own domain — published openly.

    Read the benchmark
  • Our own day-1 case study

    GEO Tracker AI scored 0/100 on launch day

    We tracked our own brand visibility from day one. Day one = zero citations. The full transparent walk-through of how we moved off the floor — a useful template if you start from the same place.

    Read the case study
  • How we measure

    Methodology — engines, scoring, smart cadence

    Exactly how each scan runs, how the GEO Score combines mention rate × quality × engine weights, and what we explicitly do NOT claim. Measurement transparency over SEO-by-promise.

    See the methodology
PV
Petr · Founder
GEO Tracker AI

This isn't an anonymous SaaS tool. It's a working relationship.

Every paying customer gets me directly. I go through your results, re-check them by hand, and help you build the action plan — including moves the system doesn't suggest yet. No ticket queue, no chatbot, most replies the same day. Most tools in this category start at $200/mo and you never reach a human. Here, you reach me.

Email the founder directly →

Measuring brand presence across

  • ChatGPT
  • Perplexity
  • Gemini
  • Google AI Mode
  • Google AI Overview
  • Claudesoon

The gap

Every tool tells you you're losing. Only we tell you how to win it back.

Every tool in the category — at every price point — surfaces the same diagnosis: here are the URLs AI cites for your queries, here is your share of voice, here is who beats you. Then they hand the patient back to themselves with a bill. The comment, the email, the pull request — those are still on you. We ship them.

The category floor

Where the whole category stops

solved
Citation tracking across ChatGPT, Perplexity, Google AI Mode
Share-of-voice metric vs. competitors
Per-engine breakdown + sentiment scoring
Share of Voice over time
Drafts the comment for the cited Reddit thread
Drafts the email to the listicle author
Drafts the GitHub PR for the awesome-list
Refuses to draft into archived / locked sources
Tells you whether the action moved the citation needle
The diagnosis is universal. The cure is missing — across the whole category.
the gap

The action layer

What actually changes for you

shipped today

4-state actionability per cited URL

Live · Limited · Frozen · Manual — every URL is classified before we burn a token

Reddit comment generator

Subreddit-specific etiquette, disclosure baked in, 80–160 words, no superlatives

Email pitch to listicle / blog / news authors

Subject + one specific data point + soft ask + author email auto-detected

GitHub PR for awesome-list inclusion

Title + body + the exact markdown line + one-click "Open README in editor"

Hacker News reply + podcast guest pitch

Tuned to HN density rules · 2–3 episode angles for podcast hosts

Frozen-source replacement strategy

Archived Reddit → search r/<subreddit> · Locked HN → submit your own · Defunct domain → AI re-indexes in 2–4 weeks

Closed-loop outcome tracking

14 days after you mark posted, we re-count citations — "+5 across 3 queries" or honest "no measurable change"

Every promise above is shipped end-to-end. Every example the next section shows is from real production data.

See it click-by-click

Citation Source Intelligence

Click a state. See the exact UI we ship for it.

Four actionability states, one lookup per cited URL. For Live and Limited venues we generate a paste-ready draft. For Frozen we refuse to spend tokens and surface the replacement strategy. For Manual venues we hand off the link with a hint. All four examples below come from the production dataset of a real Pro user (Netlify on netlify.com).

csi.action · live
production data
LISTICLELIVEyou missing

13 Software Deployment Tools You Should Know In 2026

octopus.com

Citations

30

Authority

6.5/10

Cross-query

2

Cross-engine

1

Competitors

3

Status

live

Competitors mentioned in this source

azure.microsoft.comharness.iojenkins.io

DRAFT · EMAIL PITCH

Position your brand as preview/edge complement

ready
Review before sending. This is a draft, not a finished message. Edit so it sounds like you, fix anything etiquette flags, paste only when you would defend it on the record.

Subject

Quick suggestion for your '13 Deployment Tools' post

Before you post

  • Listicle is framed as "13 tools you should know in 2026" — keep Netlify positioned as preview/rollback fit, not a CI/CD replacement.
  • Article already includes Octopus, Jenkins, Harness, Azure — avoid overlapping claims.
  • No email auto-detected. Use the author profile button to find a contact channel.

FIVE DRAFT GENERATORS

Per-platform helpers, not one prompt to rule them all

Reddit comment culture is not Hacker News culture is not journalist inbox culture. We tune the prompt, the length, the disclosure rules, and the etiquette guards per platform.

Reddit comment

Value-first reply with disclosure baked in

Mentions your brand alongside 1-2 alternatives, never in isolation. Subreddit-specific etiquette for r/SEO, r/SaaS, r/devops, r/programming + 7 more. 80-160 words, no emojis, link-capped.

Hacker News reply

Technical density, no superlatives

One-line "I work on …" affiliation, 60-150 words, drops one specific signal (number / benchmark / gotcha). Auto-locked threads (>14 days) skip drafting and surface "submit your own Show HN" instead.

Email pitch

Listicle / blog / comparison authors

Subject (≤8 words, references the article), one specific data point about your brand, soft ask matched to "If you're updating in Q3 / no rush". Author email auto-detected → mailto: pre-filled with subject + body.

GitHub PR

Awesome-list pull requests

Title + body + the exact markdown line in a code block. One-click "Open README in editor" lands you in GitHub's web editor on the repo, ready to fork and commit. CONTRIBUTING.md reminder always shown.

Podcast pitch

Guest-spot pitch with 3 angles

Subject + 2-3 specific episode angles (each = a tentative episode title + a one-sentence hook) + one-line bio + soft ask. Never "do you have 15 minutes for a call." mailto: pre-fill or Listen Notes search fallback.

ETIQUETTE GUARDS

Hard rules, not vibes

  • Brand mentioned alongside alternatives — never in isolation
  • Affiliation disclosure auto-checked for Reddit + HN
  • Subject ≤ 70 chars, no "Re:" hijacks
  • Length cap per platform (Reddit 160, HN 150, email 200)
  • Superlatives blocked: "best", "leading", "game-changer"
  • Hard-asks blocked: "hop on a call", "do you have 15 min", "circling back"
  • Multi-link comments flagged on Reddit + HN
  • "Review before sending" banner on every draft
Ready to see it on your domain?
Run free audit + see your citation map
 

The closed loop

We don't just draft. We measure if it worked.

Every action you mark posted goes into a 14-day citation delta tracker. Real before/after numbers per source, per query. No guessing whether the work moved the needle — and no overclaiming when it didn't.

Example outcome · postlog.ai
+0citations across 3 queries
High confidence
Pre-window
2 citations
Post-window
7 citations
Delta
+5 (+250%)

Example data. Real outcomes vary by query competitiveness, source authority, and draft quality.

When you see it. Available on Pro and Business. The 14-day window starts the moment you click “Mark sent” — first outcome appears at day 14 or sooner via weekly cron.

Confidence bands

How we honestly grade every outcome

high

High confidence

Delta is consistent across every engine your plan runs AND the cited source is still live. Signal is real.

Example label
"+5 across 3 queries", "+12 over 14d"
medium

Medium confidence

Delta shows on 1–2 engines OR the cited source went archived after action. Signal is real but partial.

Example label
"+2 on ChatGPT only"
low

Low confidence

Delta is below noise floor (±1 citation) OR window overlapped with a model update. Honest "no measurable change."

Example label
"no measurable change"
Try it now

See your AI visibility — instant preview or 60-second real scan.

Run a real Perplexity Snapshot on your domain or click an example brand to see what Pro tracks across 3 engines.

geotrackerai.com/snapshot
Free Snapshot · Live Perplexity scan~60 seconds
  • No password
  • No card
  • 1 of 3 engines (Perplexity)
or click a preset to see Pro tracking
Pro tier preview · 3 engines4-second mock

Example brands · Pre-computed mock data showing how Pro tracks ChatGPT + Perplexity + Google AI Mode together.

Bonus tool · beta

See what AI gets wrong about your brand — ChatGPT, Perplexity, and Google AI Mode probed with 3 factual questions.

Run Hallucination Check

The plumbing

Reads your whole stack.

GEO Tracker doesn’t sit in a silo. We pull from Search Console — then write back into Slack, your IDE, and your weekly inbox. Citations are useless without context; we give you both.

Coming next

  • Google Analytics 4 (Business+) · referral correlation
  • Bing Webmaster CSV import · AI Performance section
  • Anthropic Claude (native, web_search)
  • LLM Mentions cross-engine aggregate
  • Multi-region tracking (Scale)
Business+ · live

Slack alerts

Incoming Webhook (anti-SSRF validated). Cron mirrors every score-drop or new-competitor alert into your Slack channel with the action attached.

All tiers · live

Email reports

Weekly digest of GEO Score delta, new citations, competitor activity. Plus daily alerts for paid tiers — no separate inbox to babysit.

The Score · How the math works

We open the formula because the noise is loud.

Drag the sliders. The GEO Score recomputes live with the same formula we ship to production — confidence-weighted, mention-rate · baseline-lift quality, summed across engines. These three are the top-weighted of the five live engines, shown here as a hands-on subset. No black box. No retroactive recalibration.

GEO Score (live)

33/ 100

Mention rate (w. avg)

40%

Avg quality

69

Baseline lift

0.40

Show the formula

// per engine

effective = rate × (0.4 + (1 − 0.4) × quality)

// final

score = Σ (weight_i × effective_i) / Σ weight_i × 100

Per-engine inputs · drag to recalc

  • ChatGPTweight 0.35
    34.4/eff
  • Google AI Modeweight 0.25
    21.3/eff
  • Perplexityweight 0.15
    48.4/eff

I.

Deterministic queries

Same canonical question, same engine API, same time of day. No variant drift. No recency bias.

II.

Two-layer classification

Regex baseline + LLM refine for long-tail. Falls back deterministically on every error. Quality snapped to {0, 40, 70, 90} bands.

III.

Confidence-weighted

Verified questions weigh 1.0 · Worth tracking 0.7 · Off-target 0.3. Stop scanning noise. Real signal wins.

What no other AI visibility tool ships

Five things only we ship in 2026

Every dashboard in the GEO category measures. We're the only one that explains why you lose, drafts the action that flips it, and proves whether it worked 14 days later. Verify each claim below — every link goes to the actual spec or feature doc.

  • Only us · #01

    Competitor tab inside Query Intelligence — see exactly why the competitor wins

    On every losing query, open the Competitor tab in the Query Intelligence panel and read 3 evidence-backed reasons the winner ranks first + 3 ranked actions to flip it, with a predicted GEO lift and a confidence band. Other tools chart the gap; we explain it.

    See methodology
  • Only us · #02

    14-day Outcome Loop — we measure if the fix worked

    When you mark an action posted, we anchor a 14-day pre/post citation window on that source and re-count. Cards then show "Drove +5 citations across 3 queries (high confidence)" or "No measurable change" — never "trust us, this lifted you".

    How outcomes are measured
  • Only us · #03

    4-state Citation Source Intelligence (Live · Limited · Frozen · Manual)

    Every cited URL is classified by venue health before we draft. Frozen sources (archived Reddit, locked HN, defunct domains) get a replacement strategy with a one-click URL — not a wasted draft. We refuse to act in dead venues.

    Read the classifier spec
  • Only us · #04

    AI Crawlability Monitor — 16-bot matrix with copy-paste fixes

    Most "AI is invisible to me" problems start with a misconfigured robots.txt or X-Robots-Tag — not content. We grade your site against 16 critical AI crawlers (OpenAI, Anthropic, Perplexity, Google, Apple, Meta, ByteDance, ...) and ship the exact snippet for app/robots.ts or your CDN.

    See the bot matrix
  • Only us · #05

    Real-time Business alerts (email + Slack mirror)

    Daily cron walks every Business domain and emails when GEO Score drops ≥10 pts week-over-week or a new competitor appears in 3+ of your queries. Same triggers mirror to a Slack Incoming Webhook (HTTPS-validated, anti-SSRF). Each event announced once — no spam.

    How alerts work

Bootstrapped, founder-led, AI-augmented engineering — every product decision passes through one operator, every user gets the same inbox. How it's funded →

FREE OFFER

Run your AI visibility audit for free

Find out whether AI systems surface your brand before you spend another month guessing.

Start free audit

WHAT YOU GET

  • 1 tracked domain
  • 10 saved queries
  • 5 manual scans per week
  • No credit card required

OUTCOMES

  • See whether your brand appears at all
  • Get a benchmark Share of Voice across Perplexity (the GEO Score unlocks on Starter+)
  • Understand whether AI connects your brand to the right problem space

Pricing · Spectrum view

More engines. The loop. Honest prices.

Free watches Perplexity. Starter adds ChatGPT. Pro adds Google AI Mode plus the monthly audit and the Outcome Loop — the closed loop that proves whether your fixes moved your AI visibility. Priced in plain AI responses per month, not credits. 14-day Pro trial, card required, auto-downgrades to Free — no surprise charges.

A GEO agency audit
$2,000–5,000
One-off report, plus a monthly retainer to keep watching.
An in-house hire
$60,000+/yr
Someone to track AI visibility and chase citations full-time.
GEO Tracker AI
from $39/mo
Weekly tracking + the action drafts + proof they worked — and a founder who answers your email.

Free

See if Perplexity even mentions you. 1 domain.

$0

up to ~12 AI responses/mo

Tracked Qs10
Monitored / day1
Manual scans5 /wk
Engines1
  • 1 engine — Perplexity only
  • 10 suggested prompts · 5 manual scans / week
  • Top 3 cited brands (read-only)
  • No ChatGPT, no audit, no Outcome Loop

Starter

“Am I in ChatGPT?” Monitoring for one brand. Dashboard only.

$39/mo

up to ~1,320 AI responses/mo

Tracked Qs25
Monitored / day15
Manual scans3 /d
Engines2
  • 2 engines — ChatGPT + Perplexity
  • 25 suggested prompts · 15 monitored weekly
  • 3 manual scans / day · 3 competitors tracked
  • Monitoring only — no audit, no Outcome Loop
Most popular · 14-day trial

Pro

4 engines daily + monthly audit + proof your fixes worked. Most teams pick this.

$129/mo

up to ~4,400 AI responses/mo

Tracked Qs50
Monitored / day50
Manual scans5 /d
Engines4
  • 4 engines — ChatGPT + Perplexity + Google AI Mode + Gemini
  • Monthly audit + 14-day Outcome Loop — proof fixes moved AI visibility
  • 50 suggested prompts · 50 monitored daily
  • See why competitors win each query + citation drafts
  • CSV + JSON export · Search Console integration
Start 14-day trial

Card required · auto-Free if no plan

Business

Everything in Pro at team volume + real-time alerts. 1 domain today · 3 soon.

$349/mo

up to ~16,250 AI responses/mo

Tracked Qs150
Monitored / day150
Manual scans15 /d
Engines5
  • 5 engines — ChatGPT + Perplexity + Google AI Mode + Gemini + Google AI Overview
  • Everything in Pro — audit + Outcome Loop, plus AI Overview
  • Email + Slack alerts (GEO drops, new competitors)
  • 150 suggested prompts · 150 monitored daily
  • 15 manual scans / day · 15 competitors tracked

Scale

Everything in Business at agency volume. 1 domain today · 10 + multi-region soon.

$899/mo

up to ~46,500 AI responses/mo

Tracked Qs300
Monitored / day500
Manual scans30 /d
Engines5
  • 5 engines — ChatGPT + Perplexity + Google AI Mode + Gemini + Google AI Overview
  • Everything in Business at agency-grade volume
  • 300 suggested prompts · 500 monitored daily
  • 30 manual scans / day · 50 competitors tracked
  • Dedicated onboarding call + private support channel

No credit card on Free · Cancel anytime · 30-day money-back guarantee

All plans · 1 domain today · invoice on annual

Built for the communities that recommend tools, not for enterprise procurement

Built for the communities AI actually cites

r/SaaSr/SEOr/marketingIndie HackersHacker Newsr/Entrepreneur

Open methodology

GEO Score formula and engine weights documented in our public docs.

Zero PII collected

We benchmark public AI responses. No buyer data, no tracking pixels.

Drafts only — never auto-posts

You always review and post. We never touch your accounts or threads.

FAQ

Questions operators ask before they benchmark

Straight answers on methodology, limits, and what this product is — and is not.

The closing pitch

Your competitors are already in the answer.
Take your spot back.

Start free — see exactly where AI cites them instead of you. Then get the drafts that flip it, and proof it worked 14 days later. Want a second pair of eyes? The founder will go through your results with you — just reply to your welcome email.

★ 50+ founders have already checked where AI puts them

  • No credit card
  • Cancel anytime
  • 30-day money-back guarantee