GEO — Generative Engine Optimization

Search moved.
Be the answer.

Your customers ask ChatGPT, Perplexity, and Google AI Overviews — not just the ten blue links. Crescendo tracks whether AI engines cite you, drafts the fix when they don’t, and measures whether it worked.

5 AI engines monitoredLive SERP + LLM checksCancel anytime
AI citation matrix — live
78% cited
AI OverviewChatGPTPerplexityClaudeGeminibest crm for small agencies+++×+how to sell a dental practice+×++·top hvac companies in austin×++++saas pricing benchmarks 2026++·+×is invisalign worth it+×+++
5 engines · 42 priority querieschecked 2 min ago

Tracking citations & rankings across

Google AI OverviewsChatGPTPerplexityClaudeGeminiGoogle SearchGoogle AI OverviewsChatGPTPerplexityClaudeGeminiGoogle Search

The shift

Rankings tell you half the story.
Citations tell the rest.

When someone asks an AI assistant “what’s the best option near me?”, the engine answers with a handful of sources — and everyone else is invisible. Position #3 on Google means nothing if ChatGPT never mentions you.

Crescendo treats AI citations as a first-class metric: checked live, tracked over time, and compared against the competitors getting cited in your place.

5 engines

Google AI Overviews, ChatGPT, Perplexity, Claude, and Gemini — one matrix.

Per-query

Live citation checks on real buyer questions, not vanity keywords.

Zero guessing

Every metric grounds in actual SERP data and real LLM responses.

The platform

Every surface where you can win, in one workspace.

Score

One Visibility Score

AI citations, page-one rankings, and site health in a single 0–100 number with a trend — the one metric your client actually remembers between calls.

The loop

Detect → fix → prove

A citation lost overnight becomes a P1 task by morning, a drafted fix in one click, and a measured before-and-after two weeks later. The loop runs whether or not you're watching.

GEO

AI citation matrix

Every buyer question, every engine, one grid. Where you're cited, where you're missing, and who's cited instead.

Output

Generated deliverables

Paste-ready schema, comparison pages, meta and copy — drafted from your client's real data and tied to the task each one satisfies.

Proof

Measured impact

Every shipped deliverable gets a baseline at ship time and a scored delta after 14 days: citations, page-one keywords, clicks.

Reports

Plain-English reporting

AI-written weekly narratives and auto-surfaced wins your clients actually read — grounded in the data, never generic.

Inside the platform

Not a mockup.
The actual workspace.

Real screens from the Crescendo portal — the command-center dashboard, the citation matrix, the detect-to-fix action plan, and the AI-written reports your clients receive. (Client data shown is anonymized.)

app.meetcrescendo.com/dashboard
Crescendo dashboard — a prioritized needs-attention queue, client Visibility Score cards with deltas, and recent wins
app.meetcrescendo.com/client/ai — citation matrix
Crescendo AI Visibility — buyer questions scored as cited or not cited across Google AI Overviews, ChatGPT, Perplexity, Claude, and Gemini
app.meetcrescendo.com/client/plan — detect → fix
Crescendo action plan — alerts auto-spawn prioritized fix tasks, each one click from a drafted deliverable
app.meetcrescendo.com/client/reports — AI report
Crescendo client report — an AI-written weekly narrative covering citation rate, what changed, and next steps

How it works

From invisible to cited everywhere.

01

Track

Give it a domain. Crescendo researches the company and seeds keywords, buyer questions, competitors, and a baseline — automatically.

02

Detect

Weekly sweeps across five AI engines and live SERPs. Losses don't sit in a feed — they become prioritized fix tasks on their own.

03

Ship

One click drafts the fix from your client's real data: schema, comparison pages, refreshed copy — tied to the task it satisfies.

04

Prove

Fourteen days after shipping, the numbers are compared: citations, page-one keywords, clicks. Wins land in the client's report.

weekly-report.mdgenerated by Claude

# Week of June 8 — TL;DR

Citations climbed from 61% → 78% on priority queries after the comparison-page refresh. ChatGPT now cites you on 4 of 5 buy-intent questions.

## What changed

- Perplexity picked up the new pricing guide
- Organic clicks +12% week over week (GSC)
- Gap: Gemini still prefers Competitor A on “cost” queries

## Next

Ship the cost-breakdown FAQ with schema — highest expected citation impact this sprint.

Reporting

Reports that read like your best analyst wrote them.

Every week or month, Crescendo combines your rankings, citation checks, Search Console, and Analytics data — then Claude writes the narrative. Deltas over levels, wins and losses called out, and each report builds on the last.

  • +Grounded in real data — no generic AI filler
  • +Remembers prior reports, so the story stays coherent
  • +Markdown and email-ready, with optional custom focus

Get started

The engines are already
answering for you.

Pick a plan and start tracking what ChatGPT, Perplexity, and Google AI say about you — with weekly reports and ready-to-ship fixes.

From $49/mo · cancel anytime · no setup fees