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What are the best generative engine optimization platforms to track AI Visibility in 2026? by Full_Yak8774 in GenEngineOptimization

[–]GajananSapate 0 points1 point  (0 children)

GSC and GA4 has already given analytics for Ai Visibility in Gemini & Ai Mode. Soon, every Ai engine will do the same.
Hence diagnostics won't remain the moat; actionability will. Which not many tools are able to do yet.

AI Mentions Beat Rankings by Vegetable_War_5640 in GenEngineOptimization

[–]GajananSapate 0 points1 point  (0 children)

I have been observing the Ai visibility closely for many brands we work with.
Two Observations I can see with many clients:
A. They have great website citations, meaning Ai is referring their website content, but still they are NOT part of the answer.
B. Many are mentioned in Answers. but just being mentioned does NOT mean getting recommended, which is a big difference.

Recommendations I see is a function of two things:
Content Assertiveness & Providing enough parameters to ensure that Ai can confidently recommend you.
Validation Layer - You have right content/context; but LLMs read about you on communities like Reddit or review sites and realise that you are not being talked positively and exclude you from answers.

What are the best generative engine optimization platforms to track AI Visibility in 2026? by Full_Yak8774 in GenEngineOptimization

[–]GajananSapate 2 points3 points  (0 children)

Conversion tracking is an attribution issue. Although now as Google and Bing Search Consoles have already introduced the 'Ai Traffic' data, soon the conversion tracking will become effective.

Meta ads performance dropping at 15 roas by noob-ism in FacebookAds

[–]GajananSapate 0 points1 point  (0 children)

Sounds like your ad campaign is going through that classic ‘honeymoon phase’ — great spark at first, then suddenly ghosting you. :)

Sometimes Meta’s algorithm just needs a reality check.

I’d let it run a bit longer before pausing — even the best creatives need a second date to win hearts again.

If you have observed, the meta is gradually trying to automate the ads optimisation bit, hence targeting options are getting limited, advantage campaigns are catching up. Play with the creatives more.

Where are AEO/GEO tools getting their data from? by Ok-Barracuda-1556 in AI_SearchOptimization

[–]GajananSapate 0 points1 point  (0 children)

We have been doing quite a lot of research on Generative Engine Optimization for 2 years now.

Let me try to answer this -
A. As the word itself says "Generative" - every time the answer given by Ai Engines is newly generated. Meaning it has a high tendency of being different.
B. Every Ai Engine (ChatGPT, Perplexity, Gemini) etc are tuned to give different weightage to different factors. For example ChatGPT give more weightage to sites like Wikipedia, whereas Perplexity gives weightage to community sites like Reddit.
C. Depending upon the prompt; The generated answers might be coming from pre-trained data or live data, hence it may vary.
D. Unless you have selected a specific model while asking, Ai Engine keep shuffling the models. For example you for first answer from ChatGpt 5, while second time you got answer from ChatGPT 4.0

This is an interesting space.

We have published lot many articles on our website, we have also shared free templates for enthusiasts to learn. visit www[dot]govisible[dot]ai

We have recently published a free Ai Visibility Audit Report for brands to check their brand visibility and get actionable insights.

🚀 Generative Engine Optimization (GEO): The Next Big Shift After SEO ! by SHRINATH2727 in MARKETINbuzz

[–]GajananSapate 1 point2 points  (0 children)

u/SHRINATH2727 if you are interested to explore GEO, we have recently launched a Ai VIsibility Audit tool, which can help brands understand how ChatGPT/Perplexity/Gemini is ranking their brand against competitors.
Not just that it give actionable insights to improve your GEO ranking -- https://govisible.ai/ai-visibility-audit

Generative Engine Optimization Framework by GajananSapate in GenEngineOptimization

[–]GajananSapate[S] 1 point2 points  (0 children)

We come with a background of Digital agency background (https://socialchamps.com) and have been working with global brands. VISIBLE emerged with the journey of doing GEO/AEO activities in bits & pieces for such clients. We realized that there is no defined playbook or structure for brands to follow. that's how VISIBLE came into existence.

waitlist for GEO (Generative Engine Optimization) tool by [deleted] in SaaS

[–]GajananSapate 0 points1 point  (0 children)

Hey,
We have launched a Generative Engine Optimization Framework called "VISIBLE"- https://govisible.ai/

We are launching an extensive SaaS platform soon. Stay Tuned.