Opteros.
Brand visibility — inside AI search
Other tools surface the data. Consultants charge half a million to deliver a deck. Opteros turns GEO visibility data into a weekly game plan—prioritized, high leverage changes your team can ship fast.
The shift
The next decade of brand discovery happens inside ChatGPT, Claude, Gemini, and Perplexity — not on Google’s first page. The AI answer cites two or three brands. The cited brands compound. Uncited brands become invisible to a generation of buyers who never see a search results page.
Most marketing teams can’t see how their brand shows up in AI—let alone improve it. Existing dashboards surface data but don’t translate it into actions. Consultants charge six figures to deliver a deck. Neither tells the operator what to do next.
Opteros sits between data and action. Our measurement layer captures the top LLM citations in real time. Our intelligence layer prioritizes fixes by impact vs. effort weighted by source authority. Your team walks away with a ranked set of actions to take this week—not a 60-page diagnostic that gets filed away.
Capabilities
Turn every gap into a ranked action — quick wins (Reddit seeding, FAQ rewrites, new content) and bigger bets (creator series, earned placements). We score each recommendation by impact vs. effort and weigh it by source authority. Other tools show you the data. Opteros gives you an executable roadmap—and tracks how each move changes your visibility score week over week.
A 0–100 score that measures how often your brand is cited, how favorable the mentions are, and how strong the sources are—across leading LLMs. Benchmarked against named competitors in your category.
See which third-party proof you have—and what you’re missing. We map tier-one editorial, tier-two community, and tier-three creator content to uncover the gaps that keep LLMs from citing you with confidence.
Test any natural-language query across top LLMs, side by side, with citations visible. Your team can see exactly what customers see, in real time, and understand why each model answers the way it does.
Where Opteros fits
CPG and consumer brand portfolios where one tool deployed once compounds across the entire house. Start with one brand, scale across all of them.
Where AI-search visibility is the next layer of the platform’s existing value — making creator content discoverable inside every LLM citation that matters.
Configurable across multiple portfolio companies in a single deployment. Same tool, category-tuned per brand. Distribution layer for advisors and operators.
Credibility
Built by operators who ran $300M+ marketing P&Ls inside Walmart, Dollar General, Lidl US, Wells Fargo, and Citi. Founders in the same room as the Fortune 100 buyers we sell to. Configurable by category, operated by the same senior team that builds it.
Book a brand snapshot
A brand snapshot is the wedge: we run your brand and your top competitors through Opteros, surface the gaps, and walk you through the ranked fixes on a 30-minute call with the operators who built it.
Email: hello@flatbirdlabs.com
Location: United States — serving clients nationwide.