AI Market Signal Intelligence FAQ

Question 1

What is AI Market Signal Intelligence?

Accepted Answer

Trendscoded is an AI Market Signal Intelligence platform. It reveals exactly where you stand inside AI answers — who owns each buying decision, whether AI places you in the right market for your buyer or only adjacent to it, and what proof closes the gap — across ChatGPT, Gemini, Claude, and Grok, then turns that read into an on-demand plan naming the next proof to ship. AEO tools track whether you're mentioned; Trendscoded tells you whether you're winning the answer, and how.

Question 2

How does AI answer visibility differ from traditional SEO?

Accepted Answer

Traditional SEO measures clicks and rankings on a list of links. AI answer market intelligence measures whether your brand is named inside the synthesized answer that AI assistants give buyers. When ChatGPT or Gemini doesn't name you when buyers ask for recommendations, you don't exist in AI-powered discovery, even if you rank #1 on Google.

Question 3

Which AI assistants does Trendscoded track?

Accepted Answer

We establish a baseline read of gaps and strengths against your rivals across ChatGPT, Gemini, Claude, and Grok. The Trends Desk then runs as the daily intelligence layer on top of that baseline — tracking the trends moving AI-answer position and qualifying the signals within each trend that prove it's real.

Question 4

What feeds the Trends Desk?

Accepted Answer

The Trends Desk pulls evidence across the four pipelines of daily trends signals that actually move AI-answer position: your direct AEO strategies (the per-engine moves your team is shipping), your primary brand amplification across the market (launches, founder posts, PR, customer wins the model picks up in the open), your rival competitors (what rivals publish and what gets amplified about them), and the analyst stats and thought leaders shaping the category narrative. Each piece of evidence is qualified into the signals that matter to your specific market — scored for strength, reasoned, and mapped to the trend it supports. The output is the read of brand-configured trends that earn their place in the next Strategic AEO Plan.

Question 5

What are brand signals?

Accepted Answer

Brand signals are the proof you publish, capability claims, narrative proof, structured content, third-party coverage, that AI models pick up and lift into answers. Brands that publish more of the right brand signals show up in more AI answers for the buyers that matter.

Question 6

What is a Strategic AEO Plan?

Accepted Answer

On demand, Trendscoded produces a Strategic AEO Plan: a ranked list of 30+ next steps to close a gap, defend a strength, and amplify a signal with proof to create. It synthesizes the baseline read against your rivals with the latest Trends Desk read — the operating output, not a dashboard.

Question 7

How accurate is the AI answer tracking?

Accepted Answer

We sample each prompt repeatedly across the five major AI assistants and track patterns over time, not single snapshots. AI answers rotate among credible sources, so we read probabilities and trend lines, your 30-day mention share and answer rank, not yesterday's screenshot.

Question 8

Can I integrate Trendscoded with my existing tools?

Accepted Answer

Yes. We offer a REST API and webhooks for real-time updates so you can pull reads into your reporting stack or trigger workflows when rivals gain or lose rank.

Question 9

What kind of support do you offer?

Accepted Answer

Email support for all users and priority support for paid plans. Typical response is within 24 hours, including help with setup, comparison-question definition, and reading the Trends Desk for action.

Question 10

Is my data secure with Trendscoded?

Accepted Answer

Yes. We use industry-standard encryption in transit and at rest, follow SOC 2 controls, and never use customer data to train AI models without explicit consent.

Question 11

How often does Trendscoded update?

Accepted Answer

The Trends Desk runs daily across the major AI assistants. Position scores roll up continuously, and the Strategic AEO Plan is generated on demand with the gap to close, the strength to defend, and the next proof signal to publish.

Question 12

Can I try Trendscoded before purchasing?

Accepted Answer

Yes. Start with the free sample category read — send your top rivals and see how AI models name your brand and category today. The lowest-commitment paid entry is the $500 fixed-price 24-hour Pilot: one category, founder-led, one-time, no subscription, no auto-renewal. There is no free full-platform trial.

AI answer measurement FAQ.

Ask us directly. We're the team that built it.

How these answers are produced.