Generative engine optimization
When buyers ask ChatGPTPerplexityGeminiClaudeCopilot,
be the answer.
AI engines answer buying questions with three to five names — no links, no page two. Fireflyo shows where you stand, ships the fixes, and proves they worked.
Free · no credit card · no sales call · report in minutes
live buyer prompt
ChatGPT
tracking 1,248 prompts in your category — daily
Fireflyo tracks answers across ChatGPT, Perplexity, Gemini, Claude, Copilot, Grok and Google AI Overviews.
One prompt. One answer.
Winner takesmost.
An engine reads a handful of sources, composes a recommendation with three to five names, and delivers it — often with no click at all. Being left out is binary. And it failssilently.
acme.com
Acme — expense management your team won't fight
Cards, approvals and accounting sync for growing teams…
ledgerly.com
Ledgerly: spend management for startups
g2.com
10 best expense tools compared (2019)
…and 9,400,000 more results
Most teams shortlistLedgerly,Finchbooks andTrailbase — Ledgerly for approvals, Finchbooks for accounting, Trailbase for travel.
sources: 4 pages · clicks: usually zero
drag ⟷ — the same buyer, seven years apart
winner-take-most
There is no position eight.
A results page had ten slots. An answer has three to five names — nothing further down to recover from.
silent failure
The loss never hits your CRM.
A buyer who never saw you never enters your funnel. No signal anywhere — you're underestimating the loss by construction.
machine-mediated selection
Which means: it's fixable.
Inclusion is decided by retrieval and parsing systems, not editors. Technical intervention moves it — that's what fireflyo productizes.
See how ↓How it works
See it. Fix it. Prove it.
Every prompt runs your brand through four filters — fail one and you're out of the answer. Fireflyo works all four and measures what moved.
The engine pulls candidate pages. If AI crawlers can’t fetch you, you never enter the set.
the fireflyo lever → Crawl access for AI bots + presence on the third-party pages engines actually pull.
02 & 04 move in weeks · 01 & 03 move in months · your report shows which holds you back
see
“Are we in the answer — and who is?”
Prompt monitoring across every engine: share of answer, who wins, which pages get cited.
fix
“Why are we left out — what do we change?”
We diff your pages against the pages engines cite, then ship the fixes: schema, answer-first structure, comparison tables, llms.txt.
prove
“Did the changes cause the gains?”
Patched pages vs. matched controls, tied to branded-search lift. Causation, not vibes.
Service + platform
An agent-native GEO service.
Proof is the deliverable.
Not another dashboard to babysit. Fireflyo's agents scan the engines, draft the fixes and queue them for your approval — the platform ships them and proves impact with control groups.
5 engines · updated daily · agents draft, you approve, controls prove
Every day you wait, the answers are written without you.
See what ChatGPT, Perplexity and Gemini say about your brand — and what to change. First report free.
Free · no credit card · no sales call · report in minutes