Answer-engine visibility for agencies

Track your brand mentions in
ChatGPT, Claude, Gemini & Perplexity

Every prompt, every model, on a schedule. Each answer is stored, so you can see who it names, what your competitors get credited for — and find out why it isn’t you.

Start tracking See what it finds

Every prompt, every model Drafts your first prompts Finds your competitors

llmtracker.xenrion.net/app/answersonpagerecommendations
Visibility
62%
named in 18 of 29 questions
Average position
#3.4
where the answer ranks its options
Questions lost
11
name a rival, never you
Measured
116
4 engines · 6 rivals tracked

Coverage grid

QuestionChatGPTClaudeGeminiPerplexity
best roofing companies in austin #1 #2 #6 #3
who repairs flat roofs in austin #3 – ◙ #5
roofers that inspect before quoting – – – ◙
emergency roof repair after a storm – #7 – –
  • you offer this — unsaid credited to Northwind Roofing low effort
    Drone inspection before any quote is given
    “Northwind Roofing is the one I’d start with — they fly a drone over the roof and send you the footage with the quote, so you can see what needs doing before you commit.” Claude · asked: roofers that inspect before quoting
  • not offered credited to Contoso Roofing, Northwind Roofing
    Workmanship warranty published on the site
Edits ready
11
written, not described
Pages covered
5
of 34 on file
Element types
3
meta description most often
To confirm
1
claims your site does not back up

/services/flat-roof-repair

Meta description low effort

Now

Flat roof repair services. Quality workmanship at competitive prices. Contact us today for a free quote.

Change to

Flat roof repair across Austin — we fly a drone over your roof first and send you the footage with the quote, so you can see what needs doing before you commit.

Why closes the gap Northwind is credited with on three of four engines.

FAQ block confirm before publishing
Add: “Do you inspect the roof before quoting?”
Confirm before publishing. Not found on your pages: 25 years $5m insured
Progress
25%
3 of 12 closed
Critical & high
4
open, ranked above the rest
In progress
2
picked up, not finished
Dismissed
1
judged not worth doing

High priority

high content low effort
Say on /services that every quote follows a drone inspection

Closes drone inspection before quoting  ·  Derived from Northwind Roofing

critical trust medium effort
Publish the workmanship warranty as its own page

Closes warranty published on the site  ·  Derived from Contoso Roofing, Northwind Roofing

Three real screens — switch between them above. Illustrative data; every figure in the product comes from your own measured answers.

Answers read from

  • ChatGPT
  • Claude
  • Gemini
  • Perplexity

Four things, done properly.

Same questions, same engines, same parsing every run — so week-to-week numbers actually mean something.

See what rivals are credited for.

Not just who beat you — what for. It reads the sentence a model wrote about a competitor beside the one it wrote about you, in the same answer, then checks each claim against your own pages.

you offer this — unsaid Drone inspection before quoting
“Northwind Roofing is the one I’d start with — they fly a drone over the roof and send you the footage with the quote.” Claude · your /services page already says this

Find the questions that matter

Give it your domain. It reads your site and drafts ten buyer questions to track.

Track where you are named

Every question against every assistant, shaded by rank.

rank #1 #3 #7 ◙ –

Get the exact page edits

Finished copy, not advice. It quotes the live page, then gives you the replacement ready to paste.

Now

Flat roof repair services. Quality workmanship at competitive prices.

Change to

Flat roof repair across Austin — drone footage sent with every quote.

Being named is not the same
as being chosen.

You can appear in every answer and still lose, because the assistant credits someone else with the thing the buyer asked about.

You already offer it. Nobody says so.

Checked against your own pages. The fastest win in the report — nothing to build.

you offer this — unsaid Drone inspection before quoting on your /services page · in 0 of 4 answers

Competitors you never had to name.

The answers already recommend who to buy from. It adopts them and re-reads your history.

  • Northwind Roofingfound
  • Contoso Roofingfound
  • Fabrikam Exteriorsfound

Cited, but never credited.

The assistant read your page and handed the answer to someone else. An editing job, not link building.

Cited

9

Named

2

The output is finished copy.

Not “improve your meta description” — the meta description, written, quoting the page as it reads today.

On-page › /services/flat-roof-repair

Now

Flat roof repair services. Quality workmanship at competitive prices. Contact us today for a free quote.

Change to

Flat roof repair across Austin — we fly a drone over your roof first and send you the footage with the quote, so you can see what needs doing before you commit.

Confirm before publishing. Not found on your pages: 25 years $5m insured

Three steps to a baseline.

The setup other tools ask you to type in, this reads off your website.

  1. 01

    Add the brand

    A name and a domain. It reads your site, writes the summary, and drafts ten questions to approve.

    What you get back

    yourdomain.com best roofing companies in austin who repairs flat roofs in austin + 8 more to approve
  2. 02

    Measure

    Every question, every assistant, on a schedule. Full answers and their sources stored — and competitors found for you.

    Running now

    • ChatGPT#1
    • Claude#3
    • Gemini–
    • Perplexity◙
  3. 03

    Act

    Offer gaps, a backlog with the evidence attached, the page copy — and a white-label PDF for the client.

    Ready to hand over

    12 offer gaps 9 page edits Client PDF

Questions worth asking.

Which assistants does it actually read?

ChatGPT, Claude, Gemini and Perplexity — several model versions of each, so you can track the exact one your buyers use rather than a blended average.

Every answer is stored in full with its sources, so any finding traces back to the sentence that produced it.

How is this different from a rank tracker?

A rank tracker gives you the position of a page. An assistant returns a paragraph that names some companies and not others, crediting each with something specific.

This measures that paragraph — who is named, in what order, what for, and which pages the answer was built from.

Do I have to know who my competitors are?

No. The answers already recommend who to buy from, so it adopts every company they name and re-reads your history so past weeks count them too.

Nothing is re-fetched and no credits are spent. Anything that does not belong comes off in one click.

What do I actually get to hand a client?

A prioritised backlog with the evidence attached, finished copy for pages that already exist, and a white-label PDF report.

Each change quotes the live page, so whoever makes the edit finds the spot with ctrl-F instead of guessing.

Will it invent things about my business?

The guards are mechanical, not instructions in a prompt. Every number, award and client name is checked against your stored pages; anything else is flagged confirm before publishing.

And it cannot claim you lack something without pages on file to check against.

How much setup is there?

A name and a domain. It reads the site, writes the summary and drafts the first ten questions for you to approve.

You can upload pages yourself too — a site export or a capabilities deck — and it splits them back into pages the analysis can quote.

Find out what the assistants
say about you today.

Add a brand, let it read your site, get a baseline on the first run.

Start tracking