AI Market Intelligence Workstation FAQ

Question 1

What is the AI market intelligence workstation?

Accepted Answer

Trendscoded is the AI answer market intelligence workstation — see exactly how AI models answer about your market. The Signals system powers a deep structured baseline against your rivals across ChatGPT, Gemini, Claude, Perplexity, and Grok — so marketers can see what gets named, who gets skipped, what proof moves answers, and the gap to close this week.

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 deep structured baseline of gaps and strengths against your rivals across ChatGPT, Gemini, Claude, Perplexity, and Grok. The Trends Desk then runs as the daily intelligence layer on top of that baseline — tracking the weekly 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 weekly 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 an AEO Strategic Plan?

Accepted Answer

Each week the workstation produces a Strategic AEO Plan: a ranked queue of 30+ typed actions — close a gap, defend a strength, amplify a signal — with the evidence to create. It synthesizes the deep structured baseline against your rivals with the week's Trends Desk trends — 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, prompt set 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 the workstation update?

Accepted Answer

The Trends Desk runs daily across the major AI assistants. Position scores roll up continuously, and the AEO Strategic Plan is generated weekly 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 Brand Signals Report to see how AI models answer about your brand today. From there a 3-day Discovery Sprint gives you full workstation access before you commit.

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