It’s one of the first questions Malaysian business owners ask when they start taking GEO seriously.
“How long before I start showing up in ChatGPT?”
It’s a fair question — and one that deserves an honest answer, not a vague “it depends” or an overpromised “results in 30 days.”
The truth is: GEO timelines vary depending on where you’re starting from, which fixes you prioritise, and which AI platforms you’re targeting. But there are reliable patterns. This post breaks them down so you know what to expect and how to measure progress.
First, Why GEO Timelines Differ from SEO Timelines
In traditional SEO, results are slow because Google’s algorithm takes time to recrawl your site, reindex your pages, and reassign ranking positions. Changes you make today might take 3–6 months to fully reflect in your rankings.
GEO works differently across different platforms — which is why the timeline question is more nuanced.
Google AI Overviews update relatively quickly. Google crawls actively, and changes to your website content, schema markup, and Google Business Profile can start influencing AI Overviews within weeks rather than months.
Perplexity crawls the web in near real-time for many queries. Improvements to your website and online presence can show up in Perplexity results faster than almost any other platform — sometimes within days of a significant change.
ChatGPT without browsing is the slowest to update. Its base knowledge comes from training data with a cutoff date, and that data doesn’t update continuously. Changes you make now will influence ChatGPT’s training data in future model updates — but not immediately. ChatGPT with browsing enabled is faster, but still less consistent than Perplexity.
Understanding this distinction helps you set realistic expectations for each platform and prioritise your efforts accordingly.
A Realistic GEO Timeline for Malaysian Businesses
Weeks 1–2: Foundation fixes
This is the setup phase. If you’ve just completed a GEO audit — like the free audit SeenBy Digital provides — you now know exactly what’s missing. The first two weeks are about fixing the highest-impact technical issues.
What happens in this phase:
- Google Business Profile updated to be complete and accurate
- robots.txt checked and corrected if AI crawlers are blocked
- llms.txt file added to your website
- Schema markup implemented (LocalBusiness, Organization, and any industry-specific types)
- Website homepage and key pages rewritten for clarity and citability
What you can expect: No visible results yet on most platforms. But the foundation is being set. AI crawlers that visit your site in this window will find a properly configured, clearly described business for the first time.
Weeks 2–4: First signals on Perplexity and Google
By the end of the first month, businesses that have completed their foundation fixes typically start seeing early movement on Perplexity and Google AI Overviews.
What you’ll notice:
- Your business appearing in Perplexity results for some category queries it wasn’t appearing in before
- Google AI Overviews starting to include your business name for local queries
- More accurate descriptions of your business when your name is searched directly
What you won’t see yet: Consistent recommendations across all platforms, or appearance in competitive multi-business queries where established competitors have a head start.
This is normal. You’re building a new signal. It takes time for AI systems to update their understanding of your business and weight it against competitors.
Months 1–3: Building momentum
This is where consistent effort starts compounding. By the end of three months, businesses that have been actively working on GEO — publishing content, collecting reviews, building directory presence — typically see meaningful improvement across all three major platforms.
What you’ll notice:
- Appearing in ChatGPT results for category queries (especially with browsing enabled)
- More consistent Google AI Overview mentions for your core services and location
- Competitors being displaced in Perplexity results as your brand authority builds
- More accurate, detailed AI descriptions of your business — mentioning specific services, your location, and what you’re known for
What still takes time: Breaking into the top 3 recommendations for highly competitive queries in saturated categories. If you’re a digital marketing agency in KL competing with dozens of established players, three months gets you visible — not dominant.
Months 3–6: Consistent visibility
For most Malaysian SMEs in moderate-competition categories, three to six months of consistent GEO work produces reliable, consistent AI recommendations.
By this point:
- Your business appears in AI results for your core service and location queries without significant gaps
- AI descriptions of your business are accurate, specific, and positive
- You’re appearing across all three major platforms — Perplexity, Google AI Overviews, and ChatGPT with browsing
- You’re in the recommendation set for your category in your area
This is the target state for Phase 1. You’re not just visible — you’re in the consideration set that AI presents to potential customers.
Months 6–12: Authority and dominance
Beyond six months, GEO shifts from visibility to authority. This is where the first-mover advantage becomes a significant competitive moat.
Businesses with 6–12 months of consistent GEO investment:
- Appear as the default recommendation for their category in their city
- Are cited by name in AI answers even for queries that don’t specifically mention them
- Have a brand presence that AI models treat as a reference point — the business that defines the category locally
- Are difficult for late-moving competitors to displace because the accumulated signals (reviews, content, mentions, technical setup) take time to replicate
This is the state SeenBy Digital helps Malaysian businesses reach and maintain.
What Accelerates the Timeline
Some actions move the needle faster than others. In order of impact:
1. Schema markup and llms.txt — fastest technical win Once implemented correctly, these are indexed within days. Google and Perplexity update quickly when they find properly structured data. This is the single fastest GEO improvement available.
2. Google Business Profile optimisation — fast and high-impact A complete, accurate, active GBP is indexed constantly. Changes reflect within days. This is the quickest visible improvement for local search queries.
3. New Google reviews — accumulates fast with a system A business that asks every happy customer for a review can go from 10 to 40 reviews in a matter of weeks. Review velocity is noticed by AI tools quickly.
4. Content publishing — medium speed, high ceiling New blog posts and FAQ content get indexed within days. But building topical authority takes sustained publishing over months. The impact compounds — it gets stronger over time, not weaker.
5. Third-party mentions — slower but powerful Getting mentioned in local media, industry directories, and credible external sources takes time to arrange. But each new mention adds to your brand authority in a way that AI weights heavily. Worth pursuing from month one even though results come later.
What Slows the Timeline Down
Just as some things accelerate GEO, others delay it.
Starting with a blocked website. If your robots.txt blocks AI crawlers and you don’t fix it in week one, nothing else matters. AI can’t index what it can’t read.
Inconsistent business information. If your name, address, or phone number varies across platforms, AI loses confidence in your listing. Cleaning this up takes time and effort — the longer it’s been inconsistent, the longer it takes to correct.
Low review velocity. If you’re collecting one or two reviews per month, the signal builds slowly. Businesses that systematise review collection accelerate this significantly.
Competitive saturation. In some categories — large city digital marketing, KL legal services, Klang Valley F&B — there are many well-optimised competitors. Breaking into the top recommendations in these categories takes longer. Niche categories and smaller cities typically show faster results.
Inconsistent content publishing. Publishing 10 posts in month one then nothing for three months doesn’t build authority the same way as one post per week sustained over time. Consistency signals to AI that your site is active and relevant.
How to Measure Progress
Don’t wait six months and hope for the best. Track your GEO progress from week one.
Weekly: Run the manual check from our ChatGPT and Perplexity audit guide. Note which queries you appear for, how you’re described, and which competitors show up instead.
Monthly: Check your Google Business Profile insights — views, searches, and direction requests. An improving GBP signals improving AI visibility.
Quarterly: Run a full GEO audit to score yourself across all five dimensions. Compare against your starting score. A business doing the right things should see measurable score improvement every quarter.
Progress is rarely linear. You might see a significant jump in Perplexity in week three, then a quieter month, then start appearing in Google AI Overviews in month two. Track consistently and look at the trend, not individual data points.
The Bottom Line
GEO is not instant — but it’s not as slow as most people fear.
Most Malaysian businesses that start with a proper audit and implement the foundation fixes can expect to see early results within 2–4 weeks, meaningful visibility within 2–3 months, and consistent recommendation-level presence within 3–6 months.
The businesses that see results fastest are the ones that treat GEO as a system — not a one-time project. Fix the foundation. Collect reviews consistently. Publish content regularly. Build mentions over time. Track progress and adjust.
That’s it. That’s the work.
Want to know your starting point before the clock starts? Get your free GEO score from SeenBy Digital →
We’ll give you a baseline score across all five dimensions and a prioritised action plan — so you know exactly where to start and what to expect.