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, shows who they cite instead, and turns the gap into an action plan.
Tracking citations & rankings across
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.
AI citation matrix
Every priority query, every engine, one grid. See exactly where you're cited, where you're missing, and how it changes week over week.
Competitor citation gaps
When an AI engine doesn't cite you, Crescendo shows who it cites instead — and what they have that you don't.
Live rank checks
On-demand SERP checks with AI Overview detection, position deltas, and search volume on every tracked keyword.
Technical health
Page-level audits scoring titles, meta, headings, and schema — the structured signals AI engines actually read.
Content freshness
An inventory of every asset, scored for staleness and GEO citation potential, so you know what to refresh first.
Action plans
Findings become a prioritized kanban — suggested, planned, in progress, done — with expected impact on each item.
Inside the platform
Not a mockup.
The actual workspace.
Real screens from the Crescendo portal — the dashboard, the citation matrix, live rank checks, and the AI-written reports your clients receive. (Client data shown is anonymized.)
How it works
From invisible to cited everywhere.
Track
Load your priority keywords and the real questions buyers ask AI assistants, organized by intent and priority.
Check
Crescendo runs live SERP and LLM-response checks across five engines, logging every citation — and every miss.
Act
Gaps become a prioritized action plan: content to refresh, schema to add, comparison pages competitors are winning with.
Report
AI-written weekly or monthly narratives turn the data into a story your clients actually read — grounded, never generic.
# 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
From the citation logs
Guides we wish existed,
so we wrote them.
Pillar guide · 11 min
Generative Engine Optimization: a working guide
What GEO actually is, how AI engines pick their sources, and the playbook we run to get clients cited by ChatGPT, Perplexity, Gemini, and Google AI Overviews.
Guide · 9 min
How to get cited in Google AI Overviews
AI Overviews now sit above the #1 result on a huge share of queries. What we've learned about earning a citation box from hundreds of live checks.
Guide · 9 min
How to track AI citations across five engines
A repeatable measurement system for AI visibility: which queries to test, how often to check, what to log, and what a good citation rate looks like.
Get started
The engines are already
answering for you.
Find out what ChatGPT, Perplexity, and Google AI say when your customers ask — and start changing the answer.