Direct answers to the questions buyers ask before signing up.

Trendscoded reads ChatGPT, Gemini, Claude, and Grok as four distinct surfaces — same comparison questions, four separate answer streams — because each model retrieves and weights brand signals differently. The Trends Desk shows you what each engine names, which rivals it co-mentions, and where you sit by model.

Trends Desk reads the evidence that can move your AI-answer position: the work your team ships, the signals your brand earns in the market, what rivals publish, and the analysts or experts shaping the category. It keeps the items that matter to your market and turns them into the trends your plan should act on.

You improve your Position Score by finding where AI answers are hurting you most, then publishing the proof that fixes that weakness. You may need to get named more often, get recommended over rivals, explain your category more clearly, or give the model stronger evidence to trust. The Strategic AEO Plan turns that weak spot into the next page, comparison, case study, benchmark, or proof asset to ship.

Trendscoded starts with a baseline read against your rivals, then keeps watching the market for changes. The Trends Desk adds daily signal reads on top, and the Strategic AEO Plan turns the strongest gaps and trends into a ranked list of next steps and proof to create.

Yes — full API and Claude skill access come with every plan, including the free one. Trendscoded is built to run from your own agent — Claude Code, Cursor, OpenAI, or plain cURL — so you can pull your placement read, Position Score, Trends Desk reads, and rival movements into your own stack: a warehouse, a BI tool, or an internal dashboard.

AI mention trackers like Profound and Peec tell you whether a model named you — a count of mentions across engines. Trendscoded tells you whether you're winning the answer: who owns the buying decision, whether the model frames you for the right buyer, and what proof closes the gap. The mention is the input; the decision is the output.

The Signal Pilot is $500, fixed price, no subscription. Within 24 hours you get a founder-configured kickoff, a Baseline Trends Desk read against your rivals on the model of your choice, a Position Score read across your buyer, category, and rivals, and a first Strategic AEO Plan — a ranked list of 30+ next steps and the proof to create. Capped at the first 15 pilots, founder-led.

Position Score is a 0–100 read of how strongly AI answers place your brand in a defined market. It looks at whether models name you, recommend you, explain you clearly, use strong proof, and separate you from rivals. The score is read by buyer, rival, and AI engine, so you can see where you are winning and where the answer is weak.

AEO (Answer Engine Optimization) and GEO (Generative Engine Optimization) name the same goal with two labels: getting your brand named, recommended, and cited inside the answers AI systems give buyers — instead of ranking a link the way SEO does. GEO is the term from the original research; AEO is the name marketing teams use more often. In practice you work them the same way: give the models clear, well-evidenced reasons to pick you.

Trendscoded captures what the AI models actually say, not a paraphrase — we send the same comparison questions your buyers ask, with your buyer context, to ChatGPT, Gemini, Claude, and Grok, and record the verbatim answer. Because AI answers shift day to day, accuracy comes from reading the pattern over a 30-day window, not trusting a single snapshot. Every read shows the question and the captured answer, so you can check it yourself.

SEO optimizes for blue-link rankings on Google; AEO (Answer Engine Optimization) optimizes for being named inside the answer that ChatGPT, Gemini, Claude, or Grok gives a buyer. Different surfaces, different signals, different proof structures — and increasingly, AEO is where the enterprise shortlist forms before sales is in the room.

The operating loop is the four-beat weekly rhythm a Trendscoded team runs: Read the Market, Build the Proof, Strengthen your Position, and Compound the Gains. The Trends Desk reads what moved, the Strategic AEO Plan builds the proof, Position scoring re-reads where you stand, and every shipped move lands as a receipt that compounds — so the next week starts from a stronger position.