AI Answer Engine Optimization

Echo — Measure and grow your brand's visibility across AI search.

Track how ChatGPT, Gemini, Perplexity, Claude and Google AI recommend your brand. Monitor share of voice, citations, competitors and discover what to improve — all in one place.

No credit card Daily snapshots Real citations
AAttio (demo brand)Last 30 daysLive
AI Visibility
47%
+5.2%
Share of Voice
31.2%
+2.1pp
Mentions
1,284
+18%
Avg Position
2.6
-0.3
You vs competitors — AI Visibility
You Salesforce Hubspot Pipedrive
Tracked across the answer engines that matter
ChatGPTGeminiGoogle AI OverviewsAI ModePerplexity
5
AI engines tracked
Daily
Snapshots & trends
100+
Prompts per brand
Real
Citations captured
AI Search Metrics

Understand how AI sees your brand.

Every metric wired to the raw model output — not a scrape, not an estimate.

Share of Voice

How much of the conversation you own vs the competitors that matter.

31%
24%
18%
15%
12%
YouSalesforceHubspotPipedriveOthers
Mentions & Sentiment

Every mention captured with tone — positive, neutral, negative.

Rankings & Position

Where you land inside list-style answers, and how it moves week-to-week.

1Salesforce1.90.3
2YouYOU2.60.4
3Hubspot3.10.1
4Pipedrive3.90.2
5Attio4.40.6
How Echo works

From prompt to pipeline in five steps.

  1. 01
    Add your brand & competitors

    Point Echo at your domain and the players you want to benchmark against.

  2. 02
    Set your prompts

    Add your own or bulk upload by CSV — Prompt Discovery surfaces the real questions buyers ask.

  3. 03
    Echo runs across engines

    Same prompt, five engines, every day — no manual copy-paste.

  4. 04
    See fan-outs, mentions, citations

    Real sub-queries the models generate, plus who they cite and why.

  5. 05
    Attribute LLM referral traffic

    Connect GA4 in one click to see the sessions AI actually sent you.

Every layer of AI search

One platform. Seven views into your AI presence.

Query Fan-Outs

The sub-queries the model actually generated from your prompt.

Seed prompt
"What's the best CRM for a 5-person startup in 2026?"
best CRM for early-stage startupsCRM with clean API and webhooksaffordable HubSpot alternative for foundersCRM that integrates with Slack + Notion
Sources & Citations

Every URL the model cites, ranked and flagged.

HostCitationsShare
reddit.com14822%
g2.com12118%
yourbrand.comyours9614%
techradar.com7812%
producthunt.com548%
Competitor Rankings

Share of voice split at a glance.

  • You 31%
  • Salesforce 24%
  • Hubspot 18%
  • Pipedrive 15%
Discussions

Reddit, HN and forum threads that shape the answer.

  • Rr/CRM342
    Best CRM for a 5-person startup in 2026?
  • YHacker News812
    Show HN: We switched from Salesforce — here's what broke
  • QQuora68
    Which CRM has the cleanest API for indie devs?
Products

Per-SKU visibility inside AI answers.

  • Starter Plan62%
  • Team Plan48%
  • Business Plan71%
  • Enterprise34%
LLM Referral Traffic

Real GA4 sessions from AI assistants.

Prompts library

Track the questions your customers actually ask AI.

  • Best CRM for a 5-person startup
    comparison
  • How to migrate off Salesforce
    how-to
  • CRM with cleanest API
    feature
Win / Loss Analysis

Know exactly why a competitor won the citation.

Echo pulls the page the model actually cited, puts it next to yours, and scores both on the signals answer engines rely on — with the evidence behind every number.

Your page — not cited
yourbrand.com/blog/best-crm-guide
Cited by ChatGPT
competitor.com/crm-comparison
Structured dataDeterministic20 vs 90
FreshnessDeterministic0 vs 85
Depth / word countDeterministic55 vs 80
Technical basicsDeterministic70 vs 95
Domain authorityDeterministic62 vs 74
Answer clarityLLM-assisted48 vs 88
StructureLLM-assisted40 vs 92
ComprehensivenessLLM-assisted58 vs 81

Every signal expands to show the evidence — the exact schema blocks found, the date detected, the headings parsed.

Fix this first

Prioritised by the gap that cost you the citation.

  1. 1Add FAQPage + Article schema — the cited page has both, yours has none.
  2. 2Publish a visible last-updated date; no date was detected on your page.
  3. 3Break the wall of text into H2 question headings with direct answers.
  4. 4Cover pricing and integrations — both missing vs the cited page.
Content Optimization

Score any page for AI readiness — then unblock the crawlers.

If a model can't parse your page, it won't quote you. If its crawler can't reach you, it won't even try.

AI-readiness score

yourbrand.com/pricing

72
of 100
Structured data90
Answer clarity74
Freshness45
Structure & headings82
Technical basics68
Each recommendation cites the evidence found on the page — no generic checklist.
Crawler access checker

Live read of your robots.txt for every AI crawler that matters.

GPTBotOpenAIAllowed
OAI-SearchBotOpenAIAllowed
ClaudeBotAnthropicBlocked
PerplexityBotPerplexityAllowed
Google-ExtendedGoogleBlocked
CCBotCommon CrawlAllowed

Two blocked crawlers here means two engines that can never cite this domain.

Prompt Discovery

Track the questions buyers actually ask — not the ones you guessed.

Echo mines real discussions, People-Also-Ask, autocomplete and the models' own fan-out queries, then clusters them into themes worth tracking.

Suggested prompts
which CRM is best for a 5-person startup?Buying decisionReddit Track
is HubSpot worth it for early-stage companies?AlternativesQuora Track
what CRM has the best API for developers?Technical fitPAA Track
cheapest CRM with Slack and Notion integrationIntegrationsFan-out Track
how do I migrate from a spreadsheet to a CRM?OnboardingReddit Track
Sourced from the real web
  • Reddit & Quora threads about your category
  • Google People-Also-Ask and autocomplete
  • Sub-queries the models generate mid-answer
  • Clustered so you track themes, not duplicates
Bring your own list

Already have a prompt set? Bulk upload by CSV and Echo starts running them across every engine the next cycle.

Discussions

Own the conversations that feed the models.

ChatGPT, Gemini and Perplexity lean heavily on Reddit, Hacker News, Quora and industry forums for their answers. Echo crawls those discussion sources for your brand and competitors — so you can see which threads are shaping the answer, and where to jump in.

  • Reddit + Hacker News + Quora coverage out of the box
  • Auto-flags threads already cited by AI answers
  • Brand and competitor mentions with sentiment
Recent discussions
Last 7 days
  • Rr/CRM342💬 87
    Best CRM for a 5-person startup in 2026?
    Your brand mentionedpositive Cited by ChatGPT
  • YHacker News812💬 214
    Show HN: We switched from Salesforce — here's what broke
    Your brand mentionedneutral
  • QQuora68💬 24
    Which CRM has the cleanest API for indie devs?
    Your brand mentionedpositive
  • Rr/SaaS209💬 61
    AI-native CRMs — anyone actually using them in production?
    Attio mentionedneutral
Trends

You vs the competitors that matter — every day.

A single chart to show whether your AEO effort is compounding or bleeding.

MentionsSoVAI VisibilityCitationsLast 30 days
YouSalesforceHubspotPipedrive

"Metrics like brand mentions, impressions and sentiment inside LLMs used to be invisible. Echo made it obvious where we were losing the answer — and gave us something to fix."

Senior Growth Lead
Propelix 360 network

Start tracking your brand in AI answers.

Set up in minutes. First snapshot in under an hour. No credit card required.

FAQ

Everything you wanted to know about Echo.

Straight answers about what Echo does, what it tracks, and who it's for.