Three engines, every question, a range on every rate
What tracking gives you
Previews use the Pebblebill sample · hover or focus a tile for more
ChatGPT said“For freelancers who want the basics done well, Pebblebill is a strong pick: clean invoices, automatic payment reminders, and a free tier. Tallyroo is a good alternative if you also need time tracking.”
Three questions, three enginesThis sample asks each question on every engine once. Tracking asks each one 3 or more times per engine, so one odd answer can't swing the result. A missing answer is left out, never counted as a miss.
In plain wordsLikely between 14% and 69%. 3 of 8 answers named Pebblebill; 1 came back empty and is left out. More answers, tighter range.
Why this fixYour /features/invoicing page never says who it is for, so models don't connect you to freelancers asking about getting paid.
Questions buyers ask AI. Pick one to see what a page needs to say.
How a check works, shown on Pebblebill, a made-up brand. Every answer and number from here down to Pricing is sample data, not your site.
1.0Sample check · Pebblebill, a made-up brand
Watch a check run
Reading your site
We work out your category, your rivals and the questions your buyers ask AI.
Asking three engines
Each question goes to ChatGPT, Perplexity and Gemini, the way a buyer would ask it.
Answers land
Every answer is read for your name. No answer means it is left out, not counted as a miss.
The range settles
Named in 3 of 8 answers: likely 14–69%. Wide, because 8 is a small sample.
Your first fix
One specific change, on the page that matters, written out for you.
Run log16/16
01·fetched pebblebill.app
02·category: Invoicing software for freelancers
03·rivals: Quillbook, Tallyroo
04·wrote 3 buyer questions
05·asking ChatGPT, Perplexity, Gemini
06✓ChatGPT · q1 · named Pebblebill
07✕Perplexity · q1 · not named · Tallyroo, Quillbook
08✓Gemini · q1 · named Pebblebill
09✕ChatGPT · q2 · not named · Quillbook, Tallyroo
10✕Perplexity · q2 · not named · Tallyroo, Quillbook
11–Gemini · q2 · no answer, left out
12✓ChatGPT · q3 · named Pebblebill
13✕Perplexity · q3 · not named · Quillbook
14✕Gemini · q3 · not named · Quillbook, Tallyroo
15→rate 3 of 8 · likely 14–69%
16→fix drafted for /features/invoicing
ChatGPT2 of 3 named
Perplexity0 of 3 named
Gemini1 of 2 named · 1 no answer
Pebblebill/Visibility check
Sample data · not your site
Answers
ChatGPT3/3
Perplexity3/3
Gemini3/3
9/9
Site
pebblebill.app
Category
Invoicing software for freelancers
Rivals
Quillbook, Tallyroo
ChatGPTq1 · best invoicing app for freelancersWaiting
Full answer · ChatGPT · q1
For freelancers who want the basics done well, Pebblebill is a strong pick: clean invoices, automatic payment reminders, and a free tier. Tallyroo is a good alternative if you also need time tracking.
Perplexityq1 · best invoicing app for freelancersWaiting
Full answer · Perplexity · q1
Popular options include Tallyroo, which pairs invoicing with time tracking, and Quillbook, known for simple recurring invoices. Both offer free trials and connect to Stripe and PayPal.
Geminiq1 · best invoicing app for freelancersWaiting
Full answer · Gemini · q1
For freelancers who want the basics done well, Pebblebill is a strong pick: clean invoices, automatic payment reminders, and a free tier. Tallyroo is a good alternative if you also need time tracking.
ChatGPTq2 · how do freelancers send invoices and get paid fasterWaiting
Full answer · ChatGPT · q2
Most freelancers start with Quillbook or Tallyroo. Quillbook is the simpler of the two; Tallyroo suits people who bill by the hour and want reports.
Perplexityq2 · how do freelancers send invoices and get paid fasterWaiting
Full answer · Perplexity · q2
Popular options include Tallyroo, which pairs invoicing with time tracking, and Quillbook, known for simple recurring invoices. Both offer free trials and connect to Stripe and PayPal.
Geminiq2 · how do freelancers send invoices and get paid fasterWaiting
ChatGPTq3 · simple accounting software for a one-person businessWaiting
Full answer · ChatGPT · q3
For freelancers who want the basics done well, Pebblebill is a strong pick: clean invoices, automatic payment reminders, and a free tier. Tallyroo is a good alternative if you also need time tracking.
Perplexityq3 · simple accounting software for a one-person businessWaiting
Full answer · Perplexity · q3
Most freelancers start with Quillbook or Tallyroo. Quillbook is the simpler of the two; Tallyroo suits people who bill by the hour and want reports.
Geminiq3 · simple accounting software for a one-person businessWaiting
Full answer · Gemini · q3
Popular options include Tallyroo, which pairs invoicing with time tracking, and Quillbook, known for simple recurring invoices. Both offer free trials and connect to Stripe and PayPal.
9 of 9 in1 no answer, left out of the rate
Mention rate · all engines
38%
Likely between 14% and 69% · 3 of 8 answers
38%
0255075100%
Wide, because 8 answers is a small sample. Tracking adds more and the range tightens.
Questions × engines
Question
ChatGPT
Perplexity
Gemini
q1best invoicing app for freelancers
q2how do freelancers send invoices and get paid faster
q3simple accounting software for a one-person business
Named instead of you
Quillbook5
Tallyroo4
Questions
3
Engines
3
Counted
8 +1 left out
Range
95% Wilson
One fix
What: you are missing from
“how do freelancers send invoices and get paid faster”
Not named on ChatGPT and Perplexity·Quillbook and Tallyroo named instead
Why
Your /features/invoicing page never says who it is for, so models don't connect you to freelancers asking about getting paid.
The exact change
/features/invoicingOpen /features/invoicing with one answer-first sentence: who it's for (freelancers), the job (send invoices and get paid faster), and the proof (automatic reminders).
Suggested
Shipped
Re-checking
Proven
2.0The rangeSample data · illustration
More answers, a tighterrange
Each dot is one AI answer. Read 8 and the honest answer is “somewhere between 14% and 69%”. Keep reading and the same rate pins down to a range you can act on.
8+ answersToo wide to act onA handful of answers can't tell a real change from luck.Fine for a first look
30+ answersGetting usefulThe range narrows as the answers pile up.Enough to spot a gap
120+ answersTight enough to prove a changeA real shift now clears the noise.Enough to prove a fix
Sample data, illustration. With 8 answers and Pebblebill named in 3, the 95% range is 14% to 69%: too wide to act on. At the same rate over 400 answers, named in 150, it is 33% to 42%: tight enough to prove a change. Around 30 answers the range starts getting useful.
3.0The loop
One loop,every week
See where you’re missing, ship one specific fix, prove it moved, then keep watching. The same four steps, on repeat.
Sample data · Pebblebill
01See
Every answer, quoted
What each engine actually said, with your name highlighted or missing.
ChatGPT“best invoicing app for freelancers”
For freelancers who want the basics done well, Pebblebill is a strong pick: clean invoices, automatic payment reminders, and a free tier. Tallyroo is a good alternative if you also need time tracking.
chatgpt: named
perplexity: not named
gemini: named
chatgpt: not named
perplexity: not named
gemini: no answer
chatgpt: named
perplexity: not named
gemini: not named
3 named5 not named1 no answer
Named instead: Quillbook(5), Tallyroo(4)
Named, per buyer question
Buyer question
Engines
Named
q1 best invoicing app for freelancers
ChatGPT: namedPerplexity: not namedGemini: named
2 of 3
q2 how do freelancers send invoices and get paid faster
ChatGPT: not namedPerplexity: not namedGemini: no answer
0 of 2
q3 simple accounting software for a one-person business
ChatGPT: namedPerplexity: not namedGemini: not named
1 of 3
ChatGPT2 of 321–94%
Perplexity0 of 30–56%
Gemini1 of 2 · 1 no answer9–91%
02Fix
One change, written out
The page, the sentence, and why the engines skip you today.
Missing from “how do freelancers send invoices and get paid faster” on ChatGPT and Perplexity
Your /features/invoicing page never says who it is for, so models don't connect you to freelancers asking about getting paid.
/features/invoicing
Open /features/invoicing with one answer-first sentence: who it's for (freelancers), the job (send invoices and get paid faster), and the proof (automatic reminders).
/features/invoicingExample sentence · sample
−Before: Pebblebill. Invoices, reminders and payments in one place.
+After: Pebblebill is invoicing for freelancers: send invoices and get paid faster, with automatic payment reminders.
Edit /features/invoicingAdd the answer-first sentence (done)
Publish the changeLive on your site, nothing else touched (done)
Request a re-checkSame questions, same engines (done)
Suggested (done)
Shipped (done)
Re-checking (done)
Proven
03Prove
Before and after
Same questions, re-asked. Proven only when the new range clears the old one.
Re-asked: “how do freelancers send invoices and get paid faster”
30%
Before the fix0 of 9
Likely 0%–30%
After the fix6 of 9
Likely 35%–88%
0255075100
Proven
Before0 named
After6 named
Proven only when the new range sits fully above the old.
Changed
One page, /features/invoicing
Re-asked
Same question, 3 engines, 9 answers each time
The after range (35% and up) clears the before range (30% at most).
04Repeat
Watch it hold
Answers drift week to week. We re-check on a schedule, so a slip shows up as a change you can act on.
30%
Wk 1 · before the fix · 0–30%
Wk 1Before
Wk 2 · after the fix · 35–88%
Wk 2After
Wk 3 · scheduled re-check
Wk 3Next
Wk 4 · scheduled re-check
Wk 4Next
Wk 5 · scheduled re-check
Wk 5Next
Wk 6 · scheduled re-check
Wk 6Next
Re-check cadence
SoloWeekly tracking
ProDaily tracking
AgencyDaily tracking
Before the fix
After the fix
Scheduled
Old range top (30%)
Same questions every time, so a slip shows up as a change you can act on. A slip starts the loop again at See.
4.0The engines
Three engines, asked the sameway
ChatGPT, Perplexity and Gemini get the same buyer questions, 3–4 samples each on a plan. Every rate is per engine and overall, always with its range.
ChatGPT
OpenAI's assistant. People ask it for recommendations in plain language.
How we ask
The same buyer questions as the other two, asked 3–4 times each on a plan.
What we keep
The full answer, quoted
Whether you were named
Who was named instead
Per buyer question
best invoicing app for freelancers
how do freelancers send invoices and get paid faster
simple accounting software for a one-person business
In the sampleSample data
22 of 3 answers named Pebblebill
67%
21–94%
Named instead: Quillbook ×1, Tallyroo ×1
ChatGPTbest invoicing app for freelancersNamedFor freelancers who want the basics done well, Pebblebill is a strong pick: clean invoices, automatic payment reminders, and a free tier. Tallyroo is a good alternative if you also need time tracking.
ChatGPThow do freelancers send invoices and get paid fasterNot namedMost freelancers start with Quillbook or Tallyroo. Quillbook is the simpler of the two; Tallyroo suits people who bill by the hour and want reports.Named instead: Quillbook, Tallyroo
ChatGPTsimple accounting software for a one-person businessNamedFor freelancers who want the basics done well, Pebblebill is a strong pick: clean invoices, automatic payment reminders, and a free tier. Tallyroo is a good alternative if you also need time tracking.
Perplexity
An answer engine that searches the web and cites its sources.
How we ask
The same buyer questions as the other two, asked 3–4 times each on a plan.
What we keep
The full answer, quoted
Whether you were named
Who was named instead
Per buyer question
best invoicing app for freelancers
how do freelancers send invoices and get paid faster
simple accounting software for a one-person business
In the sampleSample data
00 of 3 answers named Pebblebill
0%
0–56%
Named instead: Quillbook ×3, Tallyroo ×2
Perplexitybest invoicing app for freelancersNot namedPopular options include Tallyroo, which pairs invoicing with time tracking, and Quillbook, known for simple recurring invoices. Both offer free trials and connect to Stripe and PayPal.Named instead: Tallyroo, Quillbook
Perplexityhow do freelancers send invoices and get paid fasterNot namedPopular options include Tallyroo, which pairs invoicing with time tracking, and Quillbook, known for simple recurring invoices. Both offer free trials and connect to Stripe and PayPal.Named instead: Tallyroo, Quillbook
Perplexitysimple accounting software for a one-person businessNot namedMost freelancers start with Quillbook or Tallyroo. Quillbook is the simpler of the two; Tallyroo suits people who bill by the hour and want reports.Named instead: Quillbook
Gemini
Google's assistant, built on its own models.
How we ask
The same buyer questions as the other two, asked 3–4 times each on a plan.
What we keep
The full answer, quoted
Whether you were named
Who was named instead
Per buyer question
best invoicing app for freelancers
how do freelancers send invoices and get paid faster
simple accounting software for a one-person business
In the sampleSample data
11 of 2 answers named Pebblebill · 1 no answer, left out
50%
9–91%
Named instead: Quillbook ×1, Tallyroo ×1
Geminibest invoicing app for freelancersNamedFor freelancers who want the basics done well, Pebblebill is a strong pick: clean invoices, automatic payment reminders, and a free tier. Tallyroo is a good alternative if you also need time tracking.
Geminihow do freelancers send invoices and get paid fasterNo answerNo answer came back. It is left out of the rate, not counted as a miss.
Geminisimple accounting software for a one-person businessNot namedPopular options include Tallyroo, which pairs invoicing with time tracking, and Quillbook, known for simple recurring invoices. Both offer free trials and connect to Stripe and PayPal.Named instead: Quillbook, Tallyroo
All three on one axis
Few answers per engine, so each range is wide. Overall, more answers make it tighter.
Sample data
ChatGPT2/3
67%
21–94%
Perplexity0/3
0%
0–56%
Gemini1/2
50%
9–91%
All engines3/8
38%
14–69%
Overall 38%, likely 14% to 69%.
5.0Use cases
Built for the way youwork
Same method for everyone: real answers, a rate with its range, one fix at a time. What changes is how many brands and questions you track, and how often.
Your week with KeenTag
1Add your brandYour site and the questions your buyers ask AI.
2Weekly trackingChatGPT, Perplexity and Gemini, 3 samples per question each.
3Read what you missedEvery answer quoted, and who was named instead.
4Ship one fixThen watch next week's range for the change.
What you watch
Your rate and its range, per engine
Which rivals get named in your place
Whether last week's fix moved the range
Plan that fitsSolo$19$19/mo · or $15/mo billed yearly
Re-run a check, jump to a fix or walk every answer without the mouse. Press ⌘K anywhere on this page to try the menu.
1515shortcuts on this list, page and app
G + letterjumps to any dashboard view
J / Kwalks all 9 answers in order
Every shortcutPress one while this is on screen
PageHere and in the app
Open the command menu⌘K
Move through the menu↑↓
Run the selected command↵
Close the menu or a panelEsc
AnswersIn the dashboard
Next answer in the matrixJ
Previous answerK
Open the answer in full↵
Go to AnswersGA
Go to QuestionsGQ
Go to RivalsGR
FixesIn the dashboard
Go to FixesGF
Step through fixes while one is openJK
Go to ProofGP
Back to OverviewGO
Move between weeks on the trend←→
9.0Method and terms
Measured honestly
We ask real questions, keep the real answers, and report only what they support. When the data is thin, the range says so. Pick a step to see what it produced for the sample brand.
33engines asked
ChatGPT, Perplexity, Gemini
3–43–4samples per engine
Answers vary run to run
95%95%Wilson range
On every rate we report
00scores or ranks
A rate and its range instead
Step 1 of 5
Read your site
We read your homepage to learn your brand name and the category you compete in. That category is what buyers ask AI about.
What we keep
Your brand name and domain
The category, in plain words
Output for pebblebill.appSample data
domain
pebblebill.app
brand
Pebblebill
category
Invoicing software for freelancers
next
write 3 buyer questions for this category
Glossary
Every term on this page, in plain words. Point at one to see it in the sample reading.
Showing 15 of 15
The share of answers that named you, out of the answers that came back.
Where the true rate likely sits. Wide when answers are few, tight when they pile up.
The method behind the 95% range. It stays honest with small samples and near 0% or 100%.
One answer from one engine to one question. More samples give a tighter range.
The full text an engine sent back. We keep it so you can read it yourself.
A request that failed or came back empty. Left out of the rate, never counted as a miss.
The brands an answer named when it left you out.
A question someone shopping in your category would ask an AI assistant.
An AI assistant we ask. Every check asks ChatGPT, Perplexity and Gemini.
One change to one page, aimed at one question you're missing from.
A fix is proven only when the new range sits fully above the old one.
Asking the same questions again after a fix ships, so the two ranges can be compared.
What you sell, in plain words. Buyer questions are written from it, never from your brand name.
Another brand the engines name for your category. We count rivals only from the answers.
How often your questions are asked again: weekly on Solo, daily on Pro and Agency.
10.0Pricing
Pricing
Start by drafting your setup from your website. Pay when you’re ready to track. 14‑day money‑back on every plan.
14‑day money‑back on every plan
Free check: your first 3 buyer questions, asked once on each engine
ChatGPT, Perplexity, Gemini on every plan
Prices in USD. Paddle bills as merchant of record and handles VAT at checkout
Find your planSet what you need to track
Solo fits 2 brands and 20 questions: $19/mo, or $15/mo billed yearly.
AI answers change from one run to the next. A single number hides that. We report the share of answers that name you plus the 95% range the true share likely sits in, so a small sample shows up as a wide range instead of false precision.
It's where your true mention rate likely sits, given the answers we read. We compute it with the Wilson method, which stays honest with small samples and with rates near 0% or 100%. More answers make it tighter. How the range is computed
Engines don't give the same answer every time, so some movement is noise. The range shows how much. We only call a change real when this week's range no longer overlaps last week's.
Type your website at the top of the home page. We read your site and draft your tracking setup: your category, up to 3 rivals and up to 5 buyer questions, asked on ChatGPT, Perplexity, Gemini. Edit it, then run a free check on your first 3 questions; we email you the report. To track it, create your account and choose a plan. Your first full scan runs right after setup.
A small part of them. The free check asks your first 3 questions once on each engine, and emails the report to the address you give: your mention rate with its 95% range, one quoted answer, the rival named most instead of you and your first fix. The report is sent only by email. Every other answer, rival and fix, with how to do each one, is in the full report that comes with a plan. Every plan has a 14-day money-back guarantee.
ChatGPT, Perplexity, Gemini, on every plan. Answers vary from run to run, so a plan asks each question on each engine more than once (samples per question, per engine: Solo 3, Pro 3, Agency 4).
Your brand appears in the answer to a buying question. We keep the full answer so you can read it yourself, and we list the rivals named when you aren't. What counts as named, in full
It's shown as a no-answer and left out of the rate. A failed request isn't evidence that you were missed.
One change to one page: which question you're missing from, which engines missed you, who was named instead, and the exact sentence to add or change.
Re-check the same questions after you ship. We only call it proven when the new range sits fully above the old one. If they still overlap, we tell you to keep collecting answers.
Yes. Every answer is quoted and every rate carries its range, so the report holds up when a client asks how you know. Agency covers up to 25 brands.
No, and be wary of anyone who does. We measure honestly, hand you a specific fix, and re-check so you can see what moved. We never claim a fix caused a change; we show the before and after with their ranges.
Annual prices are per month, billed once a year. Solo is $15 a month ($180 a year, saving $48); Pro is $41 a month ($492 a year, saving $96); Agency is $124 a month ($1,488 a year, saving $300).
Pick by how many brands and buyer questions you track: Solo covers 3 brands and 25 buyer questions, Pro covers 10 brands and 60 buyer questions, Agency covers 25 brands and 150 buyer questions. Re-checks run automatically (Solo: weekly tracking; Pro: daily tracking; Agency: daily tracking). Try the plan picker
Every plan has a 14-day money-back. The refund policy has the details. Read the refund policy
The questions we asked, each engine's full answer, whether your brand was named, and who was named instead. That's what lets you read the evidence behind every rate.
Our privacy policy explains what we collect and why. We don't make promises here beyond what it says. Read the privacy policy
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