SERVICES · 03 — ORGANIC / MACHINE-READABLE
Be the answer AI quotes.
AEO (answer-engine optimization) and GEO (generative-engine optimization) make AI engines able to verify, quote and recommend your business — in ChatGPT, Perplexity, Gemini and AI Overviews. For India and worldwide.
How Large Language Models Choose Whom to Cite: Generative artificial intelligence engines (ChatGPT, Google Gemini, Perplexity, Claude) utilize Retrieval-Augmented Generation (RAG). When users enter a consultative query, RAG pipelines retrieve web documents, summarize factual claims, and prune unstructured or unsubstantiated content. Evaluated across 10,000 queries by Princeton University researchers, adding verified statistics yielded a +41.0% increase in generative token extraction, while quotation attribution produced a +27.8% lift.
THE EMPIRICAL BENCHMARK
The Princeton GEO Study: What Actually Moves AI Recommendations
In classic SEO, agencies stuffed keywords to manipulate rankings. In Generative Engine Optimization, keyword stuffing results in a -10.0% visibility penalty on engines like Perplexity.ai because repetitive text is pruned during token extraction:
| Optimization Technique (Aggarwal et al.) | Generative Visibility Gain (Word Count %) | Equalizer Impact on Rank-5 Search Results | Algorithmic Mechanism in RAG Pipelines |
|---|---|---|---|
| Statistics Addition | +41.0% | +97.9% | Dense numerical tokens provide concrete factual grounding for RAG summarizers. |
| Quotation Addition | +27.8% | +99.7% | Attributed expert statements establish semantic verification confidence. |
| Cite Sourced Research | +24.9% | +115.1% | External authoritative citations allow mid-ranking domains to bypass legacy page authority. |
| Fluency & Simplicity | +25.1% | Positive lift | Declarative syntactic clarity reduces generation entropy in response synthesis. |
| Keyword Stuffing (Legacy SEO) | -10.0% (Perplexity) | Negative penalty | Deduplication filters flag unnatural token frequency as low-information spam. |
“For websites ranking lower on search engine result pages (such as position 5), adding source citations produced a 115.1% visibility improvement. Generative optimization allows agile, specialized domains to outrank legacy incumbents in conversational answers.”
WHAT'S INCLUDED
The verifiability stack
- AI-visibility baseline: what ChatGPT, Perplexity and Gemini say about you today — recorded before we touch anything.
- llms.txt, schema markup and machine-readable entity facts — the same stack running on this site, deployed on yours.
- Content built to be quoted — statistics, direct answers, sources. Written for models and humans at once.
- Monthly answer-position tracking across AI engines — are you named, where, and how the answer changed.
HOW IT RUNS
Baseline, fix, track
Week 1 — baseline (free). We ask the engines your customers' questions and record every answer, good or brutal. That report is yours to keep.
Weeks 2–3 — fix. Entity facts, schema, llms.txt, citation building and the pages answers quote. Built on the SEO foundation so both indexes see you.
Ongoing — track. Monthly answer positions plus rankings, traffic and leads. Run ChatGPT Ads in parallel if you want presence while the organic layer compounds.
GOOD FIT?
Who needs AEO / GEO
A good fit if you've asked ChatGPT about your category lately and didn't like the answer — or noticed there wasn't one. If buyers in your market have stopped googling and started asking, the businesses that get named win; the rest never enter the conversation.
Honest boundary: nobody can guarantee recommendations. Our guarantee is measurement — see how we prove it.
STRAIGHT ANSWERS
AEO / GEO FAQs
How is AEO different from SEO?
SEO wins the page of ten blue links. AEO — answer-engine optimization — wins the single answer: being named and cited when ChatGPT, Perplexity or Google's AI Overviews respond. The mechanics overlap (fast, crawlable, structured pages), but the target content and measurement differ. We run both as one system.
What is GEO?
Generative-engine optimization — the same discipline as AEO, focused on generative engines specifically: ChatGPT, Gemini, Claude, Perplexity. Research from Princeton measured that adding statistics, quotations and citable claims can raise citation rates by up to 40%. That's the backbone of our content work.
Can you guarantee ChatGPT will recommend my business?
No, and no one honest can. What we control: the technical and content work that lets AI engines verify and quote you, your visibility in the index they read, and paid placement while the organic layer compounds. What we promise is measurement — baseline versus delta, every month.
How do you track AEO / GEO results?
Monthly answer-position tracking: we ask the same customer questions across ChatGPT, Perplexity and Gemini and record whether, where and how you're named — alongside rankings, traffic, leads and spend. One page, screenshots, not adjectives.
More in the full FAQ — or compare with all three services.
Start with the free AI-visibility report
Find out what the engines say about you today — the same baseline every result gets measured against. One business day, free, yours to keep.
Get the free report