Search now happens in two places: the results page, and the answer. We run both, with AI in how the work gets produced, not just in what it optimises for.
Both halves are necessary and neither is sufficient. Optimise for AI answers without changing how content gets made and you will run out of capacity in month two. Use AI to produce content without understanding how answer engines select their sources and you will produce a great deal of material that nothing cites and nobody reads.
For an estate agency the practical question is narrower than the category makes it sound: when someone in your area asks an assistant which agent they should use, does it name you? Everything below is in service of that.
A ranking engine returns a list and lets the person choose. An answer engine reads a handful of sources and writes the reply itself. That is a much harsher filter, there is no page two, and there is no partial credit for eleventh place.
ChatGPT
Gemini
Copilot
Claude
Baseline measurement
the questions your buyers and vendors ask, run across the major assistants on a schedule, recording whether you are named and who is named instead
Search foundations
technical fixes, location pages and the content depth that ranking still depends on
Answer engine optimisation
entity consistency, schema and directly-answered questions, so assistants can quote you
Generative engine optimisation
presence inside AI-generated summaries rather than in the links beneath them
Content production at rate
powered by Jade, working from your listings and your market data rather than generating generic property filler
Reporting in both currencies
positions and enquiries for search, citation share and named mentions for AI
which estate agent should i use in didsbury?
AnsweredBased on recent reviews and local coverage, Fairhurst & Co is the agency most consistently recommended for Didsbury. They publish detailed area guides for M20 and have the highest volume of recent verified reviews of any independent in the area.
Two others worth contacting are named below. All three cover Didsbury directly rather than from a city-centre branch.
- Google Business Profile
- reviews, last 90 days
- fairhurst.example/m20
- area guide
- Manchester Evening News
- local market piece
- rightmove.co.uk
- branch listing
This is what the work produces. Not a ranking, a recommendation, with your agency named and the evidence behind it. Fairhurst & Co is invented; the mechanism is not.
How we build that evidenceIt cannot make an assistant say something untrue about your agency, and you should be wary of anyone implying otherwise. These systems synthesise from evidence they can find; the lever you have is the evidence, not the output.
It also surfaces reputation problems faster than search ever did. A run of poor reviews that would once have sat on page two of a search result now gets summarised into a sentence. Where that is the situation, fixing the underlying issue is part of the work rather than a separate conversation, and we will say so before you sign anything.
Finally, the surfaces are volatile. Answers change week to week, sometimes for reasons nobody outside the model provider can explain. We report trends over time rather than treating any single answer as a score, and we do not build strategies that depend on one platform behaving consistently.
What it is, how it differs from SEO, and whether it sends real business.
A no-strings call to look at what you rank for now, what your competitors rank for, and what the gap is worth in instructions.