The CT Brief — Monthly Connecticut AI Visibility Research from Telstar Consulting

A growing share of buyer research now happens inside AI engines — ChatGPT, Google AI Overviews, Gemini, AI Mode, Perplexity, and Claude. The CT Brief tracks what these engines say about Connecticut companies in a different category each month and what all business owners can learn from those patterns.

Each issue is grounded in actual research: real queries, real outputs, real patterns. What the engines are saying about Connecticut businesses, right now.

The CT Brief is written for business owners who already sense what is happening in AI search. You may run your own SEO or follow it closely, and you’ve noticed that AI engines now answer customer questions directly — often without sending anyone to your website. When a potential customer asks ChatGPT or Google’s AI for a recommendation and your business isn’t included in the answer, that visit never happens, no matter how well you rank. Each issue shows, month by month, how the engines build those answers and how a business earns a place in them.

Each issue focuses on a Connecticut industry, but the findings are not industry-specific. AI engines weigh the same trust signals everywhere, so the analysis and recommendations in any issue apply to any business trying to be found in AI search. A pool contractor and a manufacturer face the same underlying problem — whether the information an AI engine needs is visible, current, and consistent across the places it looks. A complete, active Google Business Profile (for businesses that have one) is now one of those signals, and AI engines rely on it heavily when answering local questions. So read the issue even when the industry is not your own. The example changes; the lesson carries over.

Each CT Brief focuses on one Connecticut industry and one critical buyer question — the kind of question a real customer asks an AI engine when they’re in the market for that service. The question is run across all six major AI engines (ChatGPT, Google AI Overview, Google AI Mode, Gemini, Perplexity, Claude), and the full cross-engine analysis is published as that month’s issue.

Inside each issue:

• The industry — which Connecticut business sector this month covers, and why
• The buyer question tested — the specific prompt run across all six engines, with context on why it matters
• What each engine returned — the businesses each engine named (or didn’t name) when asked the same question
• The cross-engine citation matrix — a single visual showing which engines cited which businesses, the consistency leaders, and the fragmentation pattern
• Why the engines diverge — the sourcing patterns and trust signals each engine weighs differently
• The takeaway for business owners in that industry — concrete actions tied directly to what the research revealed
• What’s coming next month — a brief preview of the next industry and question

Most issues will run between 1,500 and 2,000 words. The format is consistent month to month so the patterns become easier to track over time, and so each issue stands as a usable reference for businesses in that specific industry.

The CT Brief is original research, not an AI-tips newsletter. Each issue is original work — I run the queries myself and write up the patterns I find in the outputs.

t’s also free and stays that way — no paid version or upsell, and I never sell or rent your email. You’ll get the monthly issue and occasional informational emails from me, and you can unsubscribe any time.

If a particular issue’s findings raise questions about your own business — about how AI engines see you, what they say, what you might do about it — you can schedule a conversation or request a free Visibility Snapshot. Those are the offers. The CT Brief itself stays research.

• Issue 1 · June 2026 · Pool & home services · What AI engines tell Connecticut buyers who ask “How do I find reliable pool contractors in CT?” Read the issue here.