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When an AI Overview appears, first-position click-through can fall by as much as 61% (Seer Interactive). See which of your pages are exposed.

AI answer visibility, joined to your own search and behavior data

AI is answering for your buyers. You should know what it says.

RankSage watches how ten answer engines — ChatGPT, Claude, Gemini, Perplexity, Grok and five more — and Google AI Overviews answer the questions your buyers ask, records who gets cited, and joins the result to your Search Console, GA4 and first-party data, page by page, so the next fix is obvious.

See how it works
In practice

Six questions you cannot answer anywhere else.

Each of these needs two sources joined at the page. That join is the product.

WHAT IT DOES

Three questions, one joined answer.

Where do AI answers put you, what should you change, and what do real visitors do when they arrive? Every tool answers one of these. RankSage answers all three against the same page.

Where AI answers put you

AI Visibility

Your prompts, run against ten answer engines — ChatGPT, Claude, Gemini, Perplexity, Grok and five more — plus Google AI Overviews read from live result pages. Every run keeps the answer text, who was cited, and how confident the result is — so share of voice is a measurement, not a vibe.

  • Share of voice
  • Buyer personas
  • Citation integrity
  • Prompt library
  • Engine breakdown
  • AI Overview carousel
  • Citation volatility
  • AEO playbooks
Share of voice
42%+6
Engines citing
3 / 5

Engine breakdown

“best AI visibility tool for B2B SaaS”

EngineCitedPosition
ChatGPTCited#2
ClaudeCited#1
GeminiNot named
PerplexityCited#4
GrokCited#3
AI OverviewsNot named

What to change

Content Intelligence

Every crawled page scored for depth, structure and whether an AI can lift a clean answer out of it. Then the other half of the job: briefs built from your own site and your competitor's, and research-grounded drafts where every citation has been checked before you read it.

  • Citability score
  • Quality audit
  • Answer blocks
  • Question mining
  • Placement targets
  • Content gaps
  • Content briefs
  • Blog writer
  • Rewrite an existing page
  • Converting-page audit
Coverage
25%
Gaps
375%
QuestionStatus
what is answer engine optimization3,140 impressions · /blog/aeo-guideOK
how do AI crawlers find content1,880 impressions · /blog/ai-crawlersBuried
does llms.txt actually do anything1,210 impressions · /blog/llms-txtNo heading
aeo vs seo difference940 impressions · /blog/aeo-guideNo heading

What visitors actually do

First-Party Behavior

A 5KB script of your own, encrypted before it leaves the browser. It records rage clicks, dead clicks, abandoned forms, slow paints and errors — then puts that beside each page's content score, which is where the real priorities hide.

  • Session timeline
  • Click heatmaps
  • Scroll maps
  • Frustration report
  • Quality correlation
  • Error correlation

2 pages flagged · 3 analysed

/pricing

Content score 38

61
1,204 sessions

Rage clicks on a disabled control

/docs/api-overview

Content score 44

54
842 sessions

Form abandoned at step 2

/blog/seo-vs-aeo

Content score 71

48
2,190 sessions

Scroll-back to the intro

AND BESIDE THEM

The parts that make the answer worth trusting.

Competitor intelligence

Track named competitors or let RankSage find them. Compare crawled pages topic by topic, and read Citation Delta — organic rank against AI citation rate — to spot the rival winning answers while ranking below you.

Verified AI crawler log

See which AI engines actually read which pages. Every hit claiming to be GPTBot or ClaudeBot is checked against the operator's own DNS records, so a spoofed user agent is recorded as rejected instead of inflating your numbers.

Agent & schema readiness

robots.txt, llms.txt, agents.md, JSON-LD, Organization and author entities, and whether your brand reads as one consistent entity across every page. Each check says pass, fail, or could not be checked.

Page indexing report

Which pages Google can index, which are blocked and why — separated from the pages that pass every technical check yet still are not indexed, with the risk factors behind them named rather than guessed.

One ranked queue

Playbooks, recommendations and tasks merged into a single what-do-I-fix-next list with an explainable score. Push any item to Jira, Linear or Azure DevOps and keep working where your team already works.

Writing that cites its sources

Briefs are written by an agent that reads your crawled pages and your competitor's side by side, so it can tell you which of your existing sections to reuse and which internal links to add. Drafts are researched first and written second: every source is fetched to confirm it is live, dead links are dropped, and a draft may only cite what the research actually returned — invented URLs are stripped before you see them.

Drop Investigator

When traffic falls, it confirms the drop across independent sources before alarming you, then decomposes it into what actually moved — demand, position, or click-through — naming the likeliest cause. A drop only one source can see is flagged as a probable measurement artifact.

Assistant and digest

Ask plain-language questions and get answers built from your own connected data, with the sources named. A weekly digest lands in your inbox, and RankSage's MCP server puts the same reads inside Claude or Cursor.

HOW IT WORKS

Connect once. Everything joins at the URL.

The reason five dashboards never add up is that none of them agree on the row. RankSage uses one: the page.

CONNECT
  • Google Analytics 4
  • Search Console
  • First-party scriptoptional
  • WordPress · Vercel · PostHogoptional

Read-only OAuth

About five minutes. The first audit starts on its own.

COLLECT
  • Your pages crawledcontent, headings, schema
  • Prompts run10 engines, answer text kept
  • SERPs capturedAI Overview, snippets, carousel
  • Competitors crawledsame topics, same scoring

Evidence store

Evidence first. Scores are derived from it, never asserted.

ACT
Action queue
  • 1Fix next
  • 2Content briefs
  • 3Frustration alerts
  • 4Weekly digest

Every item can be traced back to the check that raised it.

Connect Google

Sign in to Google Analytics 4 and Search Console. Nothing goes on your site and no CMS work is needed — RankSage reads what you already have.

The 5KB first-party script and your CMS are a second step, whenever you want them.

RankSage goes and looks

It crawls your pages and your competitors', asks ten answer engines your prompts, and records what each result-page actually looked like on the day it was captured.

One queue, not five dashboards

Signals join at the page, and the result is a ranked list of what to fix next — each item carrying the evidence that put it there, and a route into Jira, Linear or your inbox.

THE PART NOBODY ADVERTISES

A number you cannot check is just a rumour.

Answer-engine tools are easy to build and hard to trust, because almost nothing they report can be independently verified by the person reading it. These two habits are how RankSage earns the benefit of the doubt.

First-party capture

Every event. No sampling, anywhere.

A 5KB script with no dependencies, encrypted with AES-GCM before it leaves the browser. Rage clicks, dead clicks, abandoned forms, slow paints, script and network errors — each one is processed, not estimated from a sample.

One session, as recorded6 of 6 kept
  1. 0.0ssession start
  2. 3.2sscroll 50%
  3. 8.7srage click · pricing toggle
  4. 9.1sdead click · disabled button
  5. 14.6sform abandoned · step 2
  6. 22.0sexit
Crawler identity

A hit that says ClaudeBot might not be.

A user agent is a claim, not evidence. Every AI-crawler hit is checked back against the operator's own DNS records before it counts. Spoofed hits are kept and labelled rather than quietly folded into your totals.

AI crawler hits by verification verdict over the last 30 days.
Verified hits
412
Rejected claims
6813%
Verified412

Address resolves to the operator's published records

Rejected68

Claimed GPTBot, resolved to an unrelated host

Unverifiable24

Operator publishes no records to check against

Unverifiable is its own bucket on purpose. It is never counted as a confirmed visit, and never dropped either.

INTEGRATIONS

Reads the stack you run. Writes into the one you work in.

Google Analytics 4 and Search Console are the two that matter on day one. Everything else is optional: pull in product analytics, publish through your CMS, and push the resulting work items straight into your tracker.

  • Reads
    Google Analytics 4Traffic, engagement and AI referrals, read-only.
  • Reads
    Search ConsoleQueries, impressions and positions per page.
  • Reads
    PostHogProduct analytics rollups, joined per page.
  • Reads
    AmplitudeDaily rollups, US and EU data residency.
  • Reads
    MixpanelDaily rollups, US, EU and IN residency.
  • Reads
    VercelWeb Analytics and Speed Insights.
  • Writes
    WordPressInstalls tracking and agent files for you.
  • Writes
    JiraAction-queue items become tickets.
  • Writes
    LinearAction-queue items become issues.
  • Writes
    Azure DevOpsWork items exported with placement.
  • Writes
    ObsidianYour digest lands in a daily note.
  • Writes
    MCP serverRead-only tools in Claude and Cursor.

Built in — nothing to connect

Ten answer engines, queried for you, answers kept.

  • ChatGPT
  • Claude
  • Gemini
  • Perplexity
  • Grok
  • DeepSeek
  • Qwen
  • Mistral
  • Meta AI
  • Google AI Overviews

Or bring RankSage to your editor

The RankSage MCP server exposes your visibility, gap, queue and traffic data as read-only tools inside Claude, Claude Code and Cursor. Scoped tokens, nothing writable.

Coming soon

Hotjar, FullStory, Mouseflow, Intercom, ClickUp, Asana, monday.com and GitHub are in progress.

FAQ

Questions? Answered.

Setup, sources, what the AI tracking actually measures, and what RankSage will not do.

RankSage measures how AI answer engines describe your brand, and joins that to the search and behaviour data you already have. It runs your prompts across ten answer engines — ChatGPT, Claude, Gemini, Perplexity, Grok and five more — plus Google AI Overviews, crawls your pages and your competitors', reads Google Analytics 4 and Search Console, and can capture first-party behaviour from your own site. Everything joins at the page, and comes out as one ranked list of what to change next.

No. RankSage reads Google Analytics 4 and Search Console over read-only OAuth and never writes to them. It is not a backlink tool, not a rank tracker sold on keyword volume, and not a publishing platform. To be precise about the writing side: RankSage does write — the blog writer produces research-grounded first drafts whose every citation is fetched and verified — but it is not a mass content generator and it never publishes to your site; a human editor always owns the final word. What it adds is the join: the same page seen through traffic, rankings, content structure, competitor coverage, visitor behaviour and AI citations at once.

You write the prompts your buyers would ask. RankSage runs them on a schedule against ten answer engines — plus Google AI Overviews, read from live result pages — and stores the full answer text, the URLs cited, whether your brand was mentioned, and how it was characterised. Because the raw answers are kept, you can read what was said rather than trust a score, and because results vary between runs, citation rates are reported with a confidence range rather than as a single flattering number.

Ten engines. ChatGPT, Claude, Gemini, Perplexity and OpenAI Web Search ground their answers by searching before they write; DeepSeek, Grok, Qwen, Mistral and Meta AI answer from what the model already knows — and you need presence in both kinds. Google AI Overviews are captured separately from live result pages, including whether your domain appears in the AI Overview carousel for each tracked keyword. Free plans track three engines; every paid plan tracks all ten. If a provider is unavailable during a run, the affected engine is reported as unavailable — it is never silently dropped from the average.

Yes. AI engines tailor answers to who is asking, so RankSage can run your tracked prompts as defined buyer personas — a role, a region, a context — and compare each persona's citation rate against the neutral baseline. Persona answers are stored separately and never blend into your headline metrics, and a persona run that fails refunds its own credit.

Every source an engine cites in your stored runs is checked: does the page still resolve, and does it actually mention the brand? Each source gets a verdict — verified, cited without a mention, dead, or unverifiable. A source is only called dead when the failure is provable; a site that blocks automated readers is recorded as unverifiable, never accused. The cited-but-no-mention bucket doubles as a placement list: pages engines already trust where your brand is absent.

Google Analytics 4 and Search Console, both read-only. That is enough to run everything except the behavioural layer. Optionally you can add RankSage's own tracking script for first-party behaviour, connect WordPress, Vercel, PostHog, Amplitude or Mixpanel, and push work items out to Jira, Linear or Azure DevOps.

Signing in to Google takes about five minutes and needs no code on your site — the first crawl and audit begin straight away. First-party tracking is a separate, optional step: it needs a small snippet on your server or edge, or the WordPress plugin, because the script is served from your own domain rather than a third-party CDN.

Because the useful signal is the overlap. GA4 will tell you a page has a high bounce rate. RankSage records the rage clicks, dead clicks, abandoned forms and errors on that page, then puts them beside the page's content score. A page where visitors are visibly struggling and the content is thin is a different problem from a page that is merely unpopular, and only one of them is worth rewriting.

A user agent is a claim, so RankSage checks it. Each hit's address is resolved back against the DNS records the crawler's operator publishes, and the result is recorded as verified, rejected or unverifiable. Rejected hits — usually scanners wearing a GPTBot or ClaudeBot label — are kept and shown separately instead of inflating your totals. Where an operator publishes nothing to check against, the visit is marked unverifiable rather than counted.

A target keyword and word count, the H2 sections the page needs, the internal links from your own site that should point at it, the gaps where a competitor covers something you do not, and — the part most tools cannot give you — the sections of your existing content that can be reused rather than rewritten. Briefs are produced by an agent that reads your crawled pages and the competitor's side by side, so those recommendations come from real pages rather than from a keyword list. Where behavioural data exists for related pages, the frustration signals on them are attached too.

It writes a first draft, in two stages that are deliberately kept apart. First a research pass gathers sources and every URL is fetched to confirm it is live — dead links are dropped rather than cited. Then a separate writing pass drafts in your brand voice and may only cite what that research actually returned; invented URLs are stripped. The finished draft is checked for citation integrity, leftover placeholders and metadata length before it is marked ready, and it follows an explicit set of anti-AI-tell writing rules. It is a first draft for a writer, not something to publish unread, and RankSage never publishes to your site on its own.

Yes, and that is usually the higher-return move. RankSage scores each page for citability — how likely an answer engine is to extract and quote it — from structure, answer directness, trust signals and how human the writing reads. The optimizer then rewrites against your brand context, the keywords actually driving traffic to that page, and its own diagnostic scores, and every run is kept in an optimization history so you can see what changed and whether it worked.

Founding pricing is public: Free at $0, Starter at $49 per month, Growth at $99 per month, and Pro at $199 per month (billed in INR in India: ₹3,999 / ₹7,999 / ₹14,999), plus a metered add-on for daily AI-visibility refreshes. These prices are locked in for waitlist members — full plan details are at ranksage.com/pricing.

No. RankSage (ranksage.com) is a self-serve AI visibility and content intelligence software platform with monthly subscriptions from $0 to $199. We are not affiliated with RankSages, Rankscale (rankscale.ai), ranksage.space, RankSage.co, or any other business with a similar name, and we don't sell agency retainers or service packages.

EARLY ACCESS

AI is already answering for you. Read what it says.

Sign in to Google Analytics and Search Console — read-only, about five minutes, nothing to install on your site. The first audit and the first prompt run start on their own.

No payment details. One email when access opens.