Sentiment
Sentiment, not just frequency.
Positive · neutral · negative. Track how AI describes your store, not only how often. Alerts trigger when sentiment shifts inside a category — before the conversation moves without you.
ROADMAP
What ships after the MVP. Three waves. Order over calendar.
We do not commit to dates we cannot defend. We commit to a sequence — what we build first, what comes second, what depends on a partner. The waves below run in order. Velocity is your judgement call, not ours.
Now · MVP shipping
WAVE 01
Right after MVP.
The first features that ship once the MVP is live and stable. Customers asked for these the loudest during the pre-MVP pilot.
Offsite
Track the sources AI actually cites.
Reddit, YouTube, news, forums. The places AI models look when they answer about your category. You see which threads earn the citation — and the gap between them and your owned domain.
Cadence
Daily, weekly, on-demand probing.
Probe rate becomes a control surface. Run a category audit before a product launch. Re-probe the moment a competitor ships press. Premium tiers unlock the full cadence range.
WAVE 02
Infrastructure play.
The bet that changes how customers consume Findrix. No more dashboards — Findrix becomes a data source any AI assistant can ask directly.
The architecture is in design.
Own MCP server
Findrix as a data source for Claude, ChatGPT and Gemini.
Plug Findrix data directly into your favourite AI assistant via our own MCP server. Stop opening a dashboard to check your share — ask Claude. The answer is up to date because Findrix is the source of truth. Brand-defining infrastructure: the buyer never logs into Findrix again, and Findrix never loses them.
HORIZON
Strategic. Partner-gated.
What we build once ChatGPT becomes a paid ad surface. Negotiations with OpenAI are in flight; ship date depends on partner access, not on us.
OpenAI Ads
Buy AI placement, not only earn it.
ChatGPT is becoming an ad-supported answer engine. The brands that win citation share will also need to buy paid placement when organic does not reach. Findrix becomes the analytics layer and the campaign launcher — like Google Ads, but for AI answers.
When we win
Every SMB ships AI-ready code by Tuesday.
Audit Monday, ship Tuesday, measure Friday. The action layer becomes the default the way SEO suites became default after 2012.
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