Search moved.
Be the answer.
Your buyers ask ChatGPT, Perplexity, and Google AI Overviews — and their agents shortlist vendors before a human ever opens a website. Crescendo runs GEO/AEO programs that measure whether AI systems cite you, show who they recommend instead, and close the gap. And when the fix is a system rather than a page, we build that too.
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 for us?”, the engine answers with a handful of sources — and everyone else is invisible. Position #3 on Google means nothing if ChatGPT never mentions you. None of it shows up in your analytics, because a recommendation isn’t a click.
We treat AI citations as a first-class metric: checked weekly across five engines, trended 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 core practice
GEO & AEO: get cited by the systems doing the choosing.
Generative and answer engine optimization is the work of becoming the source AI systems cite. We focus on the people behind the prompts — what your buyers actually ask, and why — not just who ranks for what. Then we measure where you stand, show who gets recommended instead, and close the gap, query by query.
Citation tracking, five engines
Weekly checks of your priority buyer questions across Google AI Overviews, ChatGPT, Perplexity, Claude, and Gemini — logged so trend lines exist.
Competitor gap analysis
Every uncited query names who beat you. We diagnose the gap — content, specificity, freshness, or authority — and turn it into a build queue.
Content, entity & schema work
Answer-first pages, structured data that matches what's on them, and the entity cleanup that makes engines confident enough to cite you.
Reporting your CEO can read
Citation rate, share of voice against named competitors, and what we did about the losses. Deltas over levels, every month.
The capability
When the fix is a system, we build the system.
Visibility work keeps surfacing the same follow-on problems: content that needs a production pipeline, intake that needs triage, data that needs extraction before anyone can publish it. We build AI-driven workflows end to end — retrieval, agents, structured extraction, evals — including for organizations with real data requirements. Private AI on dedicated hardware for sensitive workflows; frontier cloud models under zero-data-retention terms for everything else.
self-hosted models · your hardware
handles → PHI, privilege, trade secrets
models inside your tenancy
handles → regulated internal data
Claude / GPT · zero-retention terms
handles → everything else, at full capability
How we work
A proactive partner, not just an agency.
Proactive by default
We don't wait for you to ask. Strategies, findings, and updates come to you — you'll never have to chase your own agency for a status.
Slack with your team
We integrate into your Slack so you can talk to us every day, not once a month through an account manager.
Month-to-month contracts
Needs change fast. Our contracts are built to bob and weave with you — give us 30 days' notice and we shift gears, no hostage clauses.
Sprints synced to yours
Two-week sprint meetings matched to your team's cycle, so our work lands inside your pipeline instead of next to it.
Impact on every line item
Every recommendation ships with estimated impact — and dev-ready requirements docs: background, problem, goal, expected result. Your engineers know exactly where it fits.
Revenue, not vanity metrics
Businesses run on money. We prioritize by what moves pipeline — not impressions, not clicks, and not a prettier dashboard.
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.
Tell us what you’re trying to get cited for — or what we should build. We’ll come back with a baseline and a fixed-scope plan, usually within a week.