Be the brand AI assistants describe correctly and recommend.
More people now use ChatGPT, Gemini, Claude, and Perplexity to decide whom to hire or buy from. We review what these assistants say about you, resolve any source issues, and ensure your pages are accessible to them. Based in Lahore, we serve clients worldwide.
What is generative engine optimization?
Generative engine optimization (GEO) ensures that AI assistants such as ChatGPT, Gemini, Claude, and Perplexity represent your brand effectively when users seek advice, comparisons, or recommendations. While you cannot directly modify these models or pay for placement, you can influence their responses by providing clear and accurate website content, maintaining consistent information online, securing credible third-party mentions, and strengthening your brand identity.
No provider guarantees a mention. The honest deliverable is eligibility, evidence and a measured baseline.
Where an AI answer gets its information.
Before paying for any GEO work, understand the mechanism, because it shows what can and cannot be changed.
Four sources, four levels of influence
- Training data. Fixed until the next model version. You cannot change it now, only make sure future public material about you is accurate.
- Live retrieval. Many assistants fetch fresh pages when answering. This is where current work has real effect, so your pages must be fetchable and clear.
- Third-party sources. Comparison articles, review platforms, forums and industry coverage carry heavy weight when an assistant lists providers in a category.
- Your own properties. Your site, profiles and documentation set the baseline facts: what you do, where, for whom and on what terms.
Because much of the influence sits off your own site, GEO is part content work and part reputation work. A realistic plan names which of these four we can move, and how quickly.
GEO, AEO and SEO: three jobs, one foundation.
These terms are often mixed up. They overlap, but each one aims at a different outcome and is measured differently. A well-run programme uses all three, starting with the foundation that the other two depend on.
| Criteria | SEO | AEO | GEO |
|---|---|---|---|
| Goal | Rank pages in search | Be the quoted answer | Be recommended and described well |
| Typical surface | Search results pages | Featured answers and voice | Chat assistants and AI summaries |
| Main lever | Relevance and links | Direct, extractable answers | Entity clarity and outside sources |
| Measure | Rank and clicks | Citations for set questions | Mentions across sampled prompts |
A GEO engagement, stage by stage.
We start with evidence of what assistants say now, then fix the inputs in order of impact. Every stage produces a document you keep, even if you later decide to carry on without us.
- 01
Prompt baseline
We write a set of real buying questions and run them across the assistants that matter, saving what each one says and which sources it cites.
- 02
Source gap review
We list the third-party pages assistants rely on in your category and mark where you are missing, outdated or described wrongly.
- 03
Entity clean-up
Your name, services, locations, people and links are described the same way everywhere, with authoritative references that tie them together.
- 04
Retrievable content
Key pages are restructured so facts are stated plainly, near the top, with clear headings and supporting detail worth quoting.
- 05
Crawler access
Robots rules, rendering and site speed are checked so retrieval bots can actually reach and read the pages.
- 06
Re-test and report
The same prompts are run again at agreed intervals and compared with the baseline, with honest notes on what changed and what did not.
The sources outside your site that shape the answer.
Ask an assistant for the best providers in a field and it leans on what others have written. A brand missing from those pages is often missing from the answer.
What we review and improve
- Comparison and list articles. We find which roundups rank in your category and whether your listing there is present, accurate and current.
- Review platforms. Profiles on the sites buyers actually use should match your real services, and recent honest reviews should be easy to give.
- Industry mentions. Interviews, guest articles and speaker pages are worth more than another set of generic directory links.
- Community discussion. Forums and question sites often feed assistants. We note what is said about you there and where a truthful reply would help.
We do not buy fake reviews or plant paid mentions. They are poor practice and tend to backfire. Genuine coverage takes longer, but it is the kind that assistants and buyers both trust.
Problems GEO is built to solve.
Most clients arrive after noticing one of these in an assistant's answer. Others only discover the issue when a customer mentions what an assistant told them. If you recognise one, a first audit will show how widespread it is.
Competitors are named, you are not
Assistants list rivals for questions you are well qualified to answer. We trace which sources put them ahead.
Wrong or old facts
Outdated prices, services you no longer offer or the wrong city appear in AI answers. We find the source of each error and fix it.
Confusion with another company
A similar name or an old brand gets merged with yours. Clear entity signals help assistants keep the two apart.
Content that cannot be quoted
Pages full of vague slogans give nothing to extract. We turn them into specific, factual statements.
No record of progress
Without a saved baseline nobody can show improvement. We keep dated records of prompts, answers and sources.
Blocked crawlers
Some sites block AI bots by accident through old robots rules or firewall settings, which removes any chance of retrieval.
Letting the right bots in, on purpose.
Blocking AI crawlers protects content but also removes you from retrieval. Allowing them everywhere may not suit every business. We help you decide, then configure it cleanly. Whichever way you choose, the setting should be a clear, documented decision rather than an accident of old defaults.
What we check and set
- Robots rules. We review rules for bots such as GPTBot, ClaudeBot, PerplexityBot and Google-Extended and align them with your decision.
- Firewall and CDN settings. Security tools sometimes block legitimate crawlers. We test real requests and fix false blocks.
- Rendering. If key content only appears after JavaScript runs, many bots see an empty page. We make important facts available in the HTML.
- Optional helper files. An llms.txt file can summarise your site for machines, but it is a convenience, not a replacement for crawlable pages.
Search crawling basics are handled in technical SEO. Each change is tested by requesting the page the way the bot would.
Measuring a moving target honestly.
Assistant answers vary by session, account, region and day, so exact tracking is impossible. Sampling over time is the honest alternative.
What the reports show
- Mention share. Across a fixed prompt set, how often your brand appears, and in what position relative to competitors.
- Accuracy of description. Whether the facts stated about you are right, tracked fact by fact.
- Cited sources. Which pages assistants link to, so we can see whether your own pages or outside pages carry the message.
- Traffic from assistants. Visits referred from AI tools in your analytics, kept in context because many answers satisfy people without a click.
Referral tracking is set up as part of analytics and tracking. We also keep dated screenshots, since an answer that is correct today may change after the next model update.
GEO questions, plainly answered.
Straight answers to what clients ask before they start.
Can you guarantee my brand appears in ChatGPT?
No, and be wary of anyone who does. Selection stays with the provider. We improve eligibility and evidence, then measure what changes across sampled prompts. What we can promise is a clear baseline, specific fixes and honest reporting.
How is GEO different from AEO?
AEO aims to be the cited answer to a specific question. GEO is wider and covers whether and how your brand is mentioned, compared and recommended across assistants. Read our AEO page for the answer-level work.
Do I need new content?
Sometimes, but usually existing pages need restructuring first. Plain statements of what you do, for whom and where, with specific detail, are more useful than extra volume.
Does this replace SEO?
No. Assistants that browse the web rely on conventional search foundations, so crawlability, relevance and quality still matter. GEO builds on that base. A site that search engines cannot read is rarely read well by assistants either.
How long until results show?
Retrieval-based changes can appear within weeks once pages are crawled. Changes that depend on future training data take far longer, and we say which is which.
Is it worth it for a local business?
Often yes for questions such as who to call for a service in a named city. There our local SEO and entity work carry most of the weight.
Will you write fake reviews or mentions?
Never. Only genuine mentions and accurate listings are used, because manufactured signals harm trust and can get profiles removed.
What do you need from me to start?
A list of your main services, the questions customers ask before buying, your top competitors and access to Search Console and analytics. From that we build the prompt set and baseline ourselves.
Find out what AI says about your business.
Tell us your category and a few competitors. We will run a first set of prompts and show you what the main assistants say, which sources they cite and where the gaps are.