Prompt Research
Turn buyer questions Into coverage strategy
Turn buyer questions Into coverage strategy
Discover the prompts buyers actually ask, map them to intent stages, and close gaps before competitors do.
Sounds familiar?
This is what teams are talking about
New services, stickier clients.
$4k
/mo Added
"Clients kept asking about ChatGPT rankings and we didn't have answers. We added AI visibility as a service using Erlin and closed our first add-on at $4k/mo. Now we can pitch this to our other clients and expand scope with real data they can't get anywhere else."
Tom Brennan
Founder · Growth Agency
See revenue tied opportunities.
BOFU
Prompts
"When I sorted opportunities by revenue impact, 3 prompts tied to bottom of funnel keywords came up that we hadn't touched. These should have been priority months ago. Now we focus on what actually drives revenue instead of guessing."
Priya Sharma
VP Growth · B2B
Track prompt level brand visibility.
Granular
Tracking
"We're visible for 'best project management tool' but not 'project management for remote teams.' Having prompt level tracking shows us exactly which questions trigger our brand. Changes how we plan content since we can see the specific gaps."
Raj Patel
SEO Lead · B2B SaaS
Spot competitive gaps early.
4
Platforms Tracked
“Erlin showed us we're not appearing for key prompts where two competitors are already ranking. We caught this before the board meeting. Now we track our visibility across ChatGPT, Perplexity, Gemini, and Claude so we know exactly where we stand against competitors."
Dan Kowalski
VP Marketing · SaaS
One dashboard saves hours.
3h
/week Saved
“I used to pull data from 5 different tabs every Monday for our AI report. Now everything is in one place. Share of voice, prompts, citations. Saves me about 3 hours a week. I can focus on strategy instead of data wrangling."
Emily Tran
SEO Manager · E-commerce
Spot competitive gaps early.
10x
ROI for board.
"When the CFO asked for ROI on our AI visibility investment, I could show $200k in attributable pipeline from a $20k spend. That's 10x ROI with real attribution data. Makes budget approvals much easier when you can prove the numbers to leadership."
Lisa Park
Director of Content · Enterprise Tech
New services, stickier clients.
$4k
/mo Added
"Clients kept asking about ChatGPT rankings and we didn't have answers. We added AI visibility as a service using Erlin and closed our first add-on at $4k/mo. Now we can pitch this to our other clients and expand scope with real data they can't get anywhere else."
Tom Brennan
Founder · Growth Agency
See revenue tied opportunities.
BOFU
Prompts
"When I sorted opportunities by revenue impact, 3 prompts tied to bottom of funnel keywords came up that we hadn't touched. These should have been priority months ago. Now we focus on what actually drives revenue instead of guessing."
Priya Sharma
VP Growth · B2B
Track prompt level brand visibility.
Granular
Tracking
"We're visible for 'best project management tool' but not 'project management for remote teams.' Having prompt level tracking shows us exactly which questions trigger our brand. Changes how we plan content since we can see the specific gaps."
Raj Patel
SEO Lead · B2B SaaS
Spot competitive gaps early.
4
Platforms Tracked
“Erlin showed us we're not appearing for key prompts where two competitors are already ranking. We caught this before the board meeting. Now we track our visibility across ChatGPT, Perplexity, Gemini, and Claude so we know exactly where we stand against competitors."
Dan Kowalski
VP Marketing · SaaS
One dashboard saves hours.
3h
/week Saved
“I used to pull data from 5 different tabs every Monday for our AI report. Now everything is in one place. Share of voice, prompts, citations. Saves me about 3 hours a week. I can focus on strategy instead of data wrangling."
Emily Tran
SEO Manager · E-commerce
Spot competitive gaps early.
10x
ROI for board.
"When the CFO asked for ROI on our AI visibility investment, I could show $200k in attributable pipeline from a $20k spend. That's 10x ROI with real attribution data. Makes budget approvals much easier when you can prove the numbers to leadership."
Lisa Park
Director of Content · Enterprise Tech
New services, stickier clients.
$4k
/mo Added
"Clients kept asking about ChatGPT rankings and we didn't have answers. We added AI visibility as a service using Erlin and closed our first add-on at $4k/mo. Now we can pitch this to our other clients and expand scope with real data they can't get anywhere else."
Tom Brennan
Founder · Growth Agency
See revenue tied opportunities.
BOFU
Prompts
"When I sorted opportunities by revenue impact, 3 prompts tied to bottom of funnel keywords came up that we hadn't touched. These should have been priority months ago. Now we focus on what actually drives revenue instead of guessing."
Priya Sharma
VP Growth · B2B
Track prompt level brand visibility.
Granular
Tracking
"We're visible for 'best project management tool' but not 'project management for remote teams.' Having prompt level tracking shows us exactly which questions trigger our brand. Changes how we plan content since we can see the specific gaps."
Raj Patel
SEO Lead · B2B SaaS
Spot competitive gaps early.
4
Platforms Tracked
“Erlin showed us we're not appearing for key prompts where two competitors are already ranking. We caught this before the board meeting. Now we track our visibility across ChatGPT, Perplexity, Gemini, and Claude so we know exactly where we stand against competitors."
Dan Kowalski
VP Marketing · SaaS
One dashboard saves hours.
3h
/week Saved
“I used to pull data from 5 different tabs every Monday for our AI report. Now everything is in one place. Share of voice, prompts, citations. Saves me about 3 hours a week. I can focus on strategy instead of data wrangling."
Emily Tran
SEO Manager · E-commerce
Spot competitive gaps early.
10x
ROI for board.
"When the CFO asked for ROI on our AI visibility investment, I could show $200k in attributable pipeline from a $20k spend. That's 10x ROI with real attribution data. Makes budget approvals much easier when you can prove the numbers to leadership."
Lisa Park
Director of Content · Enterprise Tech
New services, stickier clients.
$4k
/mo Added
"Clients kept asking about ChatGPT rankings and we didn't have answers. We added AI visibility as a service using Erlin and closed our first add-on at $4k/mo. Now we can pitch this to our other clients and expand scope with real data they can't get anywhere else."
Tom Brennan
Founder · Growth Agency
See revenue tied opportunities.
BOFU
Prompts
"When I sorted opportunities by revenue impact, 3 prompts tied to bottom of funnel keywords came up that we hadn't touched. These should have been priority months ago. Now we focus on what actually drives revenue instead of guessing."
Priya Sharma
VP Growth · B2B
Track prompt level brand visibility.
Granular
Tracking
"We're visible for 'best project management tool' but not 'project management for remote teams.' Having prompt level tracking shows us exactly which questions trigger our brand. Changes how we plan content since we can see the specific gaps."
Raj Patel
SEO Lead · B2B SaaS
Spot competitive gaps early.
4
Platforms Tracked
“Erlin showed us we're not appearing for key prompts where two competitors are already ranking. We caught this before the board meeting. Now we track our visibility across ChatGPT, Perplexity, Gemini, and Claude so we know exactly where we stand against competitors."
Dan Kowalski
VP Marketing · SaaS
One dashboard saves hours.
3h
/week Saved
“I used to pull data from 5 different tabs every Monday for our AI report. Now everything is in one place. Share of voice, prompts, citations. Saves me about 3 hours a week. I can focus on strategy instead of data wrangling."
Emily Tran
SEO Manager · E-commerce
Spot competitive gaps early.
10x
ROI for board.
"When the CFO asked for ROI on our AI visibility investment, I could show $200k in attributable pipeline from a $20k spend. That's 10x ROI with real attribution data. Makes budget approvals much easier when you can prove the numbers to leadership."
Lisa Park
Director of Content · Enterprise Tech
New services, stickier clients.
$4k
/mo Added
"Clients kept asking about ChatGPT rankings and we didn't have answers. We added AI visibility as a service using Erlin and closed our first add-on at $4k/mo. Now we can pitch this to our other clients and expand scope with real data they can't get anywhere else."
Tom Brennan
Founder · Growth Agency
See revenue tied opportunities.
BOFU
Prompts
"When I sorted opportunities by revenue impact, 3 prompts tied to bottom of funnel keywords came up that we hadn't touched. These should have been priority months ago. Now we focus on what actually drives revenue instead of guessing."
Priya Sharma
VP Growth · B2B
Track prompt level brand visibility.
Granular
Tracking
"We're visible for 'best project management tool' but not 'project management for remote teams.' Having prompt level tracking shows us exactly which questions trigger our brand. Changes how we plan content since we can see the specific gaps."
Raj Patel
SEO Lead · B2B SaaS
Spot competitive gaps early.
4
Platforms Tracked
“Erlin showed us we're not appearing for key prompts where two competitors are already ranking. We caught this before the board meeting. Now we track our visibility across ChatGPT, Perplexity, Gemini, and Claude so we know exactly where we stand against competitors."
Dan Kowalski
VP Marketing · SaaS
One dashboard saves hours.
3h
/week Saved
“I used to pull data from 5 different tabs every Monday for our AI report. Now everything is in one place. Share of voice, prompts, citations. Saves me about 3 hours a week. I can focus on strategy instead of data wrangling."
Emily Tran
SEO Manager · E-commerce
Spot competitive gaps early.
10x
ROI for board.
"When the CFO asked for ROI on our AI visibility investment, I could show $200k in attributable pipeline from a $20k spend. That's 10x ROI with real attribution data. Makes budget approvals much easier when you can prove the numbers to leadership."
Lisa Park
Director of Content · Enterprise Tech
New services, stickier clients.
$4k
/mo Added
"Clients kept asking about ChatGPT rankings and we didn't have answers. We added AI visibility as a service using Erlin and closed our first add-on at $4k/mo. Now we can pitch this to our other clients and expand scope with real data they can't get anywhere else."
Tom Brennan
Founder · Growth Agency
See revenue tied opportunities.
BOFU
Prompts
"When I sorted opportunities by revenue impact, 3 prompts tied to bottom of funnel keywords came up that we hadn't touched. These should have been priority months ago. Now we focus on what actually drives revenue instead of guessing."
Priya Sharma
VP Growth · B2B
Track prompt level brand visibility.
Granular
Tracking
"We're visible for 'best project management tool' but not 'project management for remote teams.' Having prompt level tracking shows us exactly which questions trigger our brand. Changes how we plan content since we can see the specific gaps."
Raj Patel
SEO Lead · B2B SaaS
Spot competitive gaps early.
4
Platforms Tracked
“Erlin showed us we're not appearing for key prompts where two competitors are already ranking. We caught this before the board meeting. Now we track our visibility across ChatGPT, Perplexity, Gemini, and Claude so we know exactly where we stand against competitors."
Dan Kowalski
VP Marketing · SaaS
One dashboard saves hours.
3h
/week Saved
“I used to pull data from 5 different tabs every Monday for our AI report. Now everything is in one place. Share of voice, prompts, citations. Saves me about 3 hours a week. I can focus on strategy instead of data wrangling."
Emily Tran
SEO Manager · E-commerce
Spot competitive gaps early.
10x
ROI for board.
"When the CFO asked for ROI on our AI visibility investment, I could show $200k in attributable pipeline from a $20k spend. That's 10x ROI with real attribution data. Makes budget approvals much easier when you can prove the numbers to leadership."
Lisa Park
Director of Content · Enterprise Tech
New services, stickier clients.
$4k
/mo Added
"Clients kept asking about ChatGPT rankings and we didn't have answers. We added AI visibility as a service using Erlin and closed our first add-on at $4k/mo. Now we can pitch this to our other clients and expand scope with real data they can't get anywhere else."
Tom Brennan
Founder · Growth Agency
See revenue tied opportunities.
BOFU
Prompts
"When I sorted opportunities by revenue impact, 3 prompts tied to bottom of funnel keywords came up that we hadn't touched. These should have been priority months ago. Now we focus on what actually drives revenue instead of guessing."
Priya Sharma
VP Growth · B2B
Track prompt level brand visibility.
Granular
Tracking
"We're visible for 'best project management tool' but not 'project management for remote teams.' Having prompt level tracking shows us exactly which questions trigger our brand. Changes how we plan content since we can see the specific gaps."
Raj Patel
SEO Lead · B2B SaaS
Spot competitive gaps early.
4
Platforms Tracked
“Erlin showed us we're not appearing for key prompts where two competitors are already ranking. We caught this before the board meeting. Now we track our visibility across ChatGPT, Perplexity, Gemini, and Claude so we know exactly where we stand against competitors."
Dan Kowalski
VP Marketing · SaaS
One dashboard saves hours.
3h
/week Saved
“I used to pull data from 5 different tabs every Monday for our AI report. Now everything is in one place. Share of voice, prompts, citations. Saves me about 3 hours a week. I can focus on strategy instead of data wrangling."
Emily Tran
SEO Manager · E-commerce
Spot competitive gaps early.
10x
ROI for board.
"When the CFO asked for ROI on our AI visibility investment, I could show $200k in attributable pipeline from a $20k spend. That's 10x ROI with real attribution data. Makes budget approvals much easier when you can prove the numbers to leadership."
Lisa Park
Director of Content · Enterprise Tech
New services, stickier clients.
$4k
/mo Added
"Clients kept asking about ChatGPT rankings and we didn't have answers. We added AI visibility as a service using Erlin and closed our first add-on at $4k/mo. Now we can pitch this to our other clients and expand scope with real data they can't get anywhere else."
Tom Brennan
Founder · Growth Agency
See revenue tied opportunities.
BOFU
Prompts
"When I sorted opportunities by revenue impact, 3 prompts tied to bottom of funnel keywords came up that we hadn't touched. These should have been priority months ago. Now we focus on what actually drives revenue instead of guessing."
Priya Sharma
VP Growth · B2B
Track prompt level brand visibility.
Granular
Tracking
"We're visible for 'best project management tool' but not 'project management for remote teams.' Having prompt level tracking shows us exactly which questions trigger our brand. Changes how we plan content since we can see the specific gaps."
Raj Patel
SEO Lead · B2B SaaS
Spot competitive gaps early.
4
Platforms Tracked
“Erlin showed us we're not appearing for key prompts where two competitors are already ranking. We caught this before the board meeting. Now we track our visibility across ChatGPT, Perplexity, Gemini, and Claude so we know exactly where we stand against competitors."
Dan Kowalski
VP Marketing · SaaS
One dashboard saves hours.
3h
/week Saved
“I used to pull data from 5 different tabs every Monday for our AI report. Now everything is in one place. Share of voice, prompts, citations. Saves me about 3 hours a week. I can focus on strategy instead of data wrangling."
Emily Tran
SEO Manager · E-commerce
Spot competitive gaps early.
10x
ROI for board.
"When the CFO asked for ROI on our AI visibility investment, I could show $200k in attributable pipeline from a $20k spend. That's 10x ROI with real attribution data. Makes budget approvals much easier when you can prove the numbers to leadership."
Lisa Park
Director of Content · Enterprise Tech
The Platform
Track buyer questions,
map prompts by funnel stage, and close competitive coverage gaps
Source prompts from where buyers actually ask
Extract real buyer questions from Reddit threads, forums, and communities where your category gets discussed.
Brand mention tracking on Reddit and YouTube
Sentiment analysis and Fire Score prioritization
Topic-level tracking for strategic prompts
Map prompts to buyer journey stages
Tag prompts by TOFU (awareness), MOFU (consideration), or BOFU (decision) intent so you prioritize revenue-driving coverage.
Automatic intent classification by question pattern
Feature mapping to product capabilities
Coverage scoring by funnel stage
Identify which prompts competitors own
See competitor presence mapped at the prompt level. Know exactly which questions trigger their mentions and which leave you out.
Competitor mentions in full LLM responses
Visibility comparison across tracked prompts
Prompt recommendations based on competitor presence
Organize prompts by strategy
Tag and organize tracked prompts by revenue role, funnel stage, and content type to prioritize coverage strategy.
Revenue role tagging (revenue, assist, awareness, context)
Funnel stage classification (top, middle, bottom)
Content type mapping (collection, blog, resource)
LLMs don't read websites like humans. They extract entities, relationships, structured facts. See what AI think about your brand.
Blogs
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ChatGPT is changing SEO, but not in the way most predictions said. Here's what the 2026 data shows about AI citation, content strategy, and what actually drives brand visibility now.
Generative Engine Optimization for Ecommerce (2026 Guide)
AI traffic to US retail sites grew 693% in 2025. Here's how to structure your products, content, and brand signals to get recommended by ChatGPT and Perplexity.
ChatGPT Shopping Research: What It Is & How Retailers Use It
ChatGPT shopping research launched in November 2025. Here's how it works, what the conversion data shows, and what retailers need to do to appear in AI product recommendations.
How Will ChatGPT Affect SEO & Content Marketing in 2026?
ChatGPT is changing SEO, but not in the way most predictions said. Here's what the 2026 data shows about AI citation, content strategy, and what actually drives brand visibility now.
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Start Your AI
Visibility Journey
Join the platform monitoring 500+ brands across ChatGPT, Perplexity, Gemini and Claude.
Start Your AI
Visibility Journey
Join the platform monitoring 500+ brands across ChatGPT, Perplexity, Gemini and Claude.
Start Your AI
Visibility Journey
Join the platform monitoring 500+ brands across ChatGPT, Perplexity, Gemini and Claude.
Start Your AI
Visibility Journey
Join the platform monitoring 500+ brands across ChatGPT, Perplexity, Gemini and Claude.
© 2026 Erlin.AI . All rights reserved.
© 2026 Erlin.AI . All rights reserved.
© 2026 Erlin.AI . All rights reserved.
© 2026 Erlin.AI . All rights reserved.