How does AmpliRank get its answers?

Through each engine's API with web search switched on, the same way for every question. API samples are not a complete view of what every person sees: answers can differ from a signed-in session in the app, which is why every rate comes with a range.

ChatGPT, Claude, Gemini, Perplexity and Google AI Mode: the engines your buyers ask. Each is asked through its own API with web search on, and every answer is kept with the searches and sources behind it.

Every rate is a sampled estimate, not a guarantee, so it comes with its 95% range and the number of answers behind it. Around 200 answers give a range of roughly 6 points either side of a 30% rate; more samples per question narrow it.

Your questions, the AI crawler check and the method. Runs start on a paid plan, because every answer is a paid call to an engine.

Do you guarantee better rankings?

No. AmpliRank shows what changed after you act. It never claims the change was caused by your work.

AI visibility, measured

Your brand,as AI sees it.

AmpliRank asks every major AI engine the questions your buyers ask, then shows where you're named, who's named instead, which sources decide it, and what to publish next.

Start measuring See a sample report

Asked on every run

ChatGPTOpenAI
ClaudeAnthropic
GeminiGoogle
PerplexityPerplexity
Google AI ModeGoogle Search

Sample workspace

Runs / 11 Nov 2026

Run of 11 November

48 questions3 engines144 answersweb search on

Named, questions that don't mention you¹

this run

31%

24–39% range · 144 answers · previous 25% (19–33%)

Up 6 points since 4 Nov · not yet a clear change, the ranges overlap

By engine

95% range

Claude17 of 4835%23–50%

Gemini15 of 4831%20–45%

Google AI Mode13 of 4827%17–41%

Ranges that overlap don't show which engine names you more.

On the same answers

144 answers

Workloft63 of 14444%Ahead by 13

Taskmoor45 of 14431%You

Planhaven32 of 14422%Behind you by 9

Stackwell13 of 1449%Behind you by 22

A gap is called only when its 95% range, paired over the same questions and engines, excludes zero.

What to do next

from this run

01Answer “best project management software for agencies”Searched in 64% of answers. Workloft is named in 9 of 12; your agency page never says who the product is for.Plan page
02Get reviewed on saas-reviews.exampleCited in 54% of the answers that leave you out.See answers
03Ask “how to migrate from spreadsheets” directlyEngines search it on their own; asking it gives it a trend.Add question

¹ Sample data for Taskmoor, a fictional brand. Each question is asked through the engine's API with web search on; answers can differ from what a signed-in person sees. 95% Wilson intervals.

FIG. 01 · A sample run, replayed

One answer is noise. A run is evidence.

48 questions × 3 answers eachnames Taskmoordoesn't

Answer · Claude

Names Workloft instead

“best project management software for agencies”

The engine searched

agency project management software 2026
project management for agencies reviews
PM tool client portal agencies

And cited

saas-reviews.example
agency-ops.example
workloft.example

Named, unbranded questions

31%

24–39% range · 144 answers

15 points wide after 144 answers. After the first handful it spans most of the scale: that's why one answer, or one screenshot, proves nothing.

Claude: 35% 23–50%
Gemini: 31% 20–45%
Google AI Mode: 27% 17–41%

A sample run: Taskmoor, its rivals and its sources are fictional. Ranges are 95% Wilson intervals, recomputed after every answer.

The shift

Your buyers ask an engine which tools to shortlist. The answer is the new first page.

“best project management software for agencies“project management software under $10 per user“kanban vs gantt for client projects“SOC 2 compliant project management tool“resource planning software for agencies“project management with built-in time tracking“share project status with clients“project management tool that integrates with Slack“how to migrate projects from spreadsheets“project profitability reporting for agencies“project management for remote teams across time zones“project management tool with AI summaries“project management tool for creative agencies“cheapest PM tool with time tracking“all-in-one or best-of-breed project tools“project management software with SSO“how to forecast team capacity“track billable hours per client project“client approval workflow software“PM tool with a CRM integration“how long to roll out a new PM tool“see which clients are profitable“async standup tool“AI that writes project status reports“best project management software for agencies“project management software under $10 per user“kanban vs gantt for client projects“SOC 2 compliant project management tool“resource planning software for agencies“project management with built-in time tracking“share project status with clients“project management tool that integrates with Slack“how to migrate projects from spreadsheets“project profitability reporting for agencies“project management for remote teams across time zones“project management tool with AI summaries“project management tool for creative agencies“cheapest PM tool with time tracking“all-in-one or best-of-breed project tools“project management software with SSO“how to forecast team capacity“track billable hours per client project“client approval workflow software“PM tool with a CRM integration“how long to roll out a new PM tool“see which clients are profitable“async standup tool“AI that writes project status reports

“agency project management with a client portal“project management software pricing comparison“project management tool comparison 2026“GDPR compliant project management for EU agencies“see who is overbooked next week“turn tracked time into invoices“client portal for agency projects“project management with a public API“project management tool for non-technical teams“budget vs actual hours report“best tool for distributed agency teams“AI task estimates for projects“best PM tool for a 20-person agency“free project management tool for small teams“spreadsheet or project management tool“project management tool with an audit log“capacity planning for client services“time tracking designers don't hate“how to stop status update emails“sync tasks with Google Calendar“PM software onboarding for 50 people“agency KPI dashboard“replace daily status meetings“is AI project management worth it“agency project management with a client portal“project management software pricing comparison“project management tool comparison 2026“GDPR compliant project management for EU agencies“see who is overbooked next week“turn tracked time into invoices“client portal for agency projects“project management with a public API“project management tool for non-technical teams“budget vs actual hours report“best tool for distributed agency teams“AI task estimates for projects“best PM tool for a 20-person agency“free project management tool for small teams“spreadsheet or project management tool“project management tool with an audit log“capacity planning for client services“time tracking designers don't hate“how to stop status update emails“sync tasks with Google Calendar“PM software onboarding for 50 people“agency KPI dashboard“replace daily status meetings“is AI project management worth it

Every engine

Where your buyers ask. One method, every answer comparable.

The same questions go to each engine the same way, with web search on. Every answer is kept with the searches the engine ran and the sources it cited, so you can see why it named who it named.

01ChatGPTOpenAIAnswer · web searches · citations
02ClaudeAnthropicAnswer · web searches · citations
03GeminiGoogleAnswer · Google searches · citations
04PerplexityPerplexityAnswer · searches · citations
05Google AI ModeGoogle SearchAnswer · cited sources

How it works

From a question to the page that answers it. Six steps, one screen each.

01 · Ask

Questions drafted from your site, or your own.

Start from the questions your buyers ask. AmpliRank reads your site and drafts the buying, comparing and learning questions a person would put to an AI engine, or you write your own. Questions are kept in sets, so every run asks the same ones and runs stay comparable.

Drafts from your site on a paid plan; your own questions on any plan
Sets for buyer types, comparisons, security reviews, markets
Questions that name you are measured apart from those that don't

Questions

48 in your sets4 setsdrafted from taskmoor.example

Question	Set	Source	Intent
best project management software for agencies	Agency buyers	Drafted from your site	Buying
SOC 2 compliant project management tool	Security reviews	Drafted from your site	Buying
kanban vs gantt for client projects	Comparisons	Yours	Comparing
resource planning software for agencies	Agency buyers	Drafted from your site	Buying
how to migrate projects from spreadsheets	Switching	Searched by engines	Learning

02 · Measure

How often each engine names you, with its range.

Each run asks every question to every engine on your plan, with web search on, and reads whether you are named. The headline counts only questions that don't mention you, so it shows discovery rather than recall, and it always carries its 95% range and the number of answers behind it.

One figure per run, with range and answer count
The same figure per engine
Change since the last run, called only when the ranges allow it

Named, questions that don't mention you¹

this run

31%

24–39% range · 144 answers · previous 25% (19–33%)

Up 6 points since 4 Nov · not yet a clear change, the ranges overlap

By engine

95% range

Claude17 of 4835%23–50%

Gemini15 of 4831%20–45%

Google AI Mode13 of 4827%17–41%

Ranges that overlap don't show which engine names you more.

03 · Compare

Competitors on the same answers.

Competitors are measured on exactly the answers you are, never on a separate sample, so a gap is a like-for-like difference. A gap is called only when its range, paired over the same questions and engines, excludes zero.

Your rate and theirs on one scale
Ahead or behind, with the size of the gap
Brands the engines name that you don't track yet

On the same answers

144 answers

Workloft63 of 14444%Ahead by 13

Taskmoor45 of 14431%You

Planhaven32 of 14422%Behind you by 9

Stackwell13 of 1449%Behind you by 22

A gap is called only when its 95% range, paired over the same questions and engines, excludes zero.

04 · Trace

What the engines searched and which sources they cite.

Engines search the web while they answer. AmpliRank keeps the searches they report and the sources they cite, so you can see which questions they really ask and which sites they trust when they leave you out.

The questions engines searched on their own
Sources cited in answers that leave you out
Opportunities: searched often, competitors named, you not

Question the engines searched	Searched in	You	Most named	Status
best project management software for agencies	64%92 of 144	3 of 12	Workloft · 9	Opportunity
SOC 2 compliant project management tool	27%39 of 144	1 of 5	Stackwell · 3	Opportunity
how to migrate projects from spreadsheets	22%32 of 144	0 of 4	Workloft · 2	No page answers it
kanban vs gantt for client projects	16%23 of 144	0 of 3	Planhaven · 2	Opportunity
resource planning software for agencies	41%59 of 144	6 of 8	Taskmoor · 6	You lead

Sources that leave you out

cited in

saas-reviews.example54%

workloft.example48%

pm-compare.example35%

What the engines searched

this run

38 questions the engines searched on their own while answering yours. The ones searched most, where competitors are named and you aren't, are marked as opportunities.

05 · Fix

Whether your pages answer it, and the page to write.

For each question, AmpliRank finds your best page and checks whether it answers the question. Where no page does, it says so, and the gap becomes an action with an owner, a due date and the evidence attached.

Your best page per question
Answers it, partly, or no page
Actions with owner, status and the evidence behind them

Question	Your best page	Coverage	Next
best project management software for agencies	/agencies	Partly	Say who it is for, with team sizes
how to migrate projects from spreadsheets	None found	No page	Write a migration guide
SOC 2 compliant project management tool	/security	Partly	Publish the SOC 2 report status
resource planning software for agencies	/resource-planning	Answers it	Nothing to do

Real screens, in a sample workspace.

Sources

The pages the engines read. And which ones leave you out.

Engines search while they answer, and cite what they read. AmpliRank keeps every citation, so you can see which review sites, comparison pages and forums shape the answers you're missing from, and where a mention would count.

Cited in the 99 answers that leave Taskmoor outshare

01saas-reviews.example54%
02workloft.example48%
03pm-compare.example35%
04ops-forum.example28%
05planhaven.example27%
06agency-ops.example24%

Sample data. In a real run these come from the citations each engine returns with its answer, and each one links to the answers that cite it.

The weekly brief

What changed, and what to do next. Read in two minutes, acted on by Friday.

Written from the run's own figures, not by a model
A change is called only when the ranges allow it
Three actions, each with the answers behind it
Shared by link with the people who write the pages

Brief · week of 10 NovTaskmoor · sample

Taskmoor is named in 31% of answers to questions that don't mention it.

range 24–39% · 144 answers · previous 25% (19–33%)

Up 6 points since 4 Nov. Not yet a clear change: the ranges overlap. Workloft still leads on agency buying questions.

01Rewrite /agencies to say who Taskmoor is for“best project management software for agencies” is searched in 64% of answers; Workloft is named in 9 of 12, Taskmoor in 3.Content · due Thu 13 Nov
02Get reviewed on saas-reviews.exampleCited in more answers that leave Taskmoor out than any other site.Marketing · due Fri 21 Nov
03Publish a spreadsheet migration guideEngines search “migrate projects from spreadsheets” on their own; no Taskmoor page answers it.Content · due Fri 21 Nov

Changes are observed between runs, never claimed as caused.

Trust

Built to be trusted with your data.

01
Isolated workspaces
Each workspace's data is isolated, and every operation is tested against cross-workspace access.
02
Sign-in without passwords
A single-use email code or Google. Codes are stored hashed.
03
Scoped API keys
Every API key belongs to one workspace and is stored as a hash.
04
One cloud, named
The app, its database, its queues and its email run on Cloudflare. The full list of sub-processors is public.

How we protect your data

Who it's for

For the team that writes the pages.

01Content and SEO teamsThe questions you lose, the sources that leave you out, the page to write.
02Brand and marketing leadersOne honest number for how AI presents you, and what's behind it.
03AgenciesEvery client in one place, and a brief per client each week.
04FoundersKnow whether AI recommends you before your customers decide.

Transparent pricing

Priced in answers you can count.

One answer is one question asked to one engine. Plans list how many answers a month they include, and the calculator shows what a run of your size uses.

Free

Your questions, the AI crawler check and the method. Runs start on a paid plan.

Starter

120

answers a month

$49 a month

Growth

400

answers a month

$149 a month

Agency

1,000

answers a month

$399 a month

See pricing

Questions

Asked often.

How does AmpliRank get its answers?: Through each engine's API with web search switched on, the same way for every question. API samples are not a complete view of what every person sees: answers can differ from a signed-in session in the app, which is why every rate comes with a range.
Which engines?: ChatGPT, Claude, Gemini, Perplexity and Google AI Mode: the engines your buyers ask. Each is asked through its own API with web search on, and every answer is kept with the searches and sources behind it.
How accurate is it?: Every rate is a sampled estimate, not a guarantee, so it comes with its 95% range and the number of answers behind it. Around 200 answers give a range of roughly 6 points either side of a 30% rate; more samples per question narrow it.
What's free?: Your questions, the AI crawler check and the method. Runs start on a paid plan, because every answer is a paid call to an engine.
Do you guarantee better rankings?: No. AmpliRank shows what changed after you act. It never claims the change was caused by your work.

■ ChatGPT · Claude · Gemini · Perplexity · Google AI Mode

See what AI says about you.

Start measuring See a sample report

Your brand,as AI sees it.

Named, questions that don't mention you1

By engine

On the same answers

What to do next

One answer is noise. A run is evidence.

Where your buyers ask. One method, every answer comparable.

From a question to the page that answers it. Six steps, one screen each.

Questions drafted from your site, or your own.

How often each engine names you, with its range.

Named, questions that don't mention you1

By engine

Competitors on the same answers.

On the same answers

What the engines searched and which sources they cite.

Sources that leave you out

What the engines searched

Whether your pages answer it, and the page to write.

A weekly brief your team reads in two minutes.

Brief · week of 10 Nov

The pages the engines read. And which ones leave you out.

What changed, and what to do next. Read in two minutes, acted on by Friday.

Built to be trusted with your data.

Isolated workspaces

Sign-in without passwords

Scoped API keys

One cloud, named

For the team that writes the pages.

Priced in answers you can count.

Asked often.

See what AI says about you.

Cookies on amplirank.com

Named, questions that don't mention you¹

Named, questions that don't mention you¹