SEO, AEO and GEO — Found in Search, Cited in AI Answers.

SEO aims to rank a page in a list of results, so the unit of work is a page and the outcome is a click. AEO, or Answer Engine Optimisation, aims to have one specific question answered directly from your content in a snippet, a voice result or an AI summary, so the unit of work is a question and its concise answer. GEO, or Generative Engine Optimisation, aims to be retrieved and cited inside AI-generated answers from systems like Google AI Overviews, ChatGPT search, Perplexity and Claude, so the unit of work is a retrievable, quotable, factually consistent passage. They are layers rather than alternatives: GEO and AEO both depend on the crawlability and credibility that SEO builds, and a site an engine cannot crawl or trust will not be cited no matter how its answers are formatted.

No, and treating them as a replacement is the most expensive mistake available right now. Both AEO and GEO sit on top of the same prerequisites: a site that can be crawled, content that is clearly on-topic, and consistent facts an engine can rely on. AI answer systems retrieve from an index, so being absent from that index is fatal to both. What has changed is that ranking in position three is no longer the whole objective — you also want to be the source an answer is built from. The foundation work is the same work.

No, and I would not trust anyone who says otherwise. A 2026 critical survey of generative engine optimisation research found that no reviewed technique shows a stable, longitudinal, cross-platform causal effect on organic discoverability, and that commercial audits show substantial run-to-run variability — meaning the same query can return different sources on different days. What can be done is removing the reasons you would be excluded and strengthening the factors with the best evidence behind them. Anyone selling guaranteed AI citations is selling something the published research does not support.

The most reproducible levers identified in the 2026 critical survey of GEO research are topical relevance — being clearly and specifically about the subject of the query — and context position, meaning where your content sits among what the engine has already retrieved. Separately, a published analysis of around 75,000 brands by Ahrefs reported that brand mentions correlated more strongly with AI visibility than backlinks did. That is a correlation from one dataset, not proof of causation, but it points the same direction as the survey: being genuinely known and clearly on-topic beats formatting tricks. What the survey found does not transfer well are generic heuristics, and it noted that citation-oriented rewrites can actually impair retrieval — a page edited to sound more quotable can become harder to retrieve in the first place.

There is no good evidence that it does, and some practitioners describe it as placebo. It is a proposed convention for giving language models a machine-readable summary of a site, not something the major AI platforms have committed to using as a ranking or retrieval input. My own site publishes one because it costs nothing and does no harm, but I will not bill you for it as a visibility tactic or present it as the reason you appear in an AI answer. What genuinely matters at the access layer is more mundane: whether your robots.txt actually permits the AI crawlers you want to be read by.

Google stopped showing FAQ rich results in Search on 7 May 2026 and removed the supporting documentation in June 2026, so FAQPage markup no longer earns those expandable dropdowns. Keeping it is harmless and other engines and crawlers may still parse it, but it should not be sold to you as an AI visibility tactic — Google has also been explicit that structured data is not required for a page to appear in AI Overviews or AI Mode. The part that still carries value is the content pattern rather than the markup: a real question stated plainly, followed immediately by a direct, self-contained answer. That is useful to a reader, extractable by an answer engine, and would have been worth doing with no schema at all.

With deliberately modest claims, because the measurement is genuinely hard. I track a fixed set of real prompts your buyers would plausibly type, checked on a regular schedule across the main AI platforms, recording whether you are mentioned, whether you are cited with a link, and what the answer says about you. Because results vary between runs, a single check means little and only the trend over repeated checks is informative. Alongside that sit conventional signals: Search Console impressions and clicks, referral traffic from AI platforms where it is identifiable in analytics, and crawler hits from agents such as GPTBot and ClaudeBot in server logs.

The SEO services page covers conventional organic search for a Mumbai business: technical audits, Core Web Vitals, on-page optimisation, schema and local SEO including Google Business Profile and the map pack. This page covers the layer above it — structuring content to be the extracted answer, making entity facts consistent so machines describe you correctly, opening and verifying access for AI crawlers, and monitoring what AI systems actually say. Most clients need the first before the second is worth doing, and plenty only need the first.

Technical fixes can show in Search Console within days to a few weeks. Organic ranking movement on long-tail queries typically takes six to twelve weeks, with meaningful traffic growth around months four to six and competitive terms later still. AI answer visibility follows no reliable timetable at all: AI systems re-crawl and re-rank on their own schedules, so changes can surface quickly or not for months. Anyone quoting a specific date for an AI citation is guessing.

No bought links or private blog networks, no mass-produced AI content published to pad topical coverage, no hidden keyword text, no fabricated reviews, and no review, rating or local business schema describing things that cannot be verified. These tactics risk a manual action or an algorithmic reset that costs far more to recover from than doing the work properly, and fake structured data is a straightforward guidelines violation. I also will not promise rankings, AI citations or LLM recommendations, because none of them are within anyone’s control.

Yes. Local SEO work is inherently geographic and benefits from knowing the market, so Mumbai, Thane and Navi Mumbai businesses get that advantage. The technical, entity, answer-content and AI retrievability work is location-independent, and I deliver it remotely for clients across India.