Sanbi.ai Blog

Latest insights on digital marketing, SEO, and data-driven strategies.

Scrunch AI Alternatives 2026: Honest Competitor Breakdown for AI Search Visibility

Evaluating Scrunch AI or hunting for a lower-cost Scrunch alternative? What Scrunch actually does, where it wins, and the best Scrunch AI competitors in 2026 — Sanbi.ai, Profound, Peec, Otterly and more — compared on AIO tracking, regional prompts, and price.

Nearly 1 in 4 Google Queries Hitting Our Site Weren't Human (GSC Study)

We classified every query in a 24-hour Google Search Console sample: 23% of distinct queries were machine-generated — location-appended agent queries, persona-injected prompts, eval-harness templates. Here's the data, the five signatures, and what it means for SEO.

Why AI Gets Your Brand Wrong: Inside 158,000 Inaccurate Claims

AI engines get 4–7% of brand claims wrong — mostly pricing, mostly from stale content, not hallucination. What 158,000 fact-checked claims reveal about where AI misinformation comes from, and the step-by-step correction playbook to fix wrong answers in ChatGPT, Gemini, Claude and Perplexity.

How to Fix Negative Brand Sentiment in AI: The Repair Playbook for ChatGPT, Gemini and Perplexity

AI engines repeat the same negative characterizations of your brand to thousands of buyers, verbatim, for years. Here is how to measure LLM brand sentiment, trace where the negativity comes from, displace it with fresher signals, and verify the answers actually changed.

The GEO Audit Checklist and Roadmap: 30 Checks to Win AI Citations in 2026

A 30-point generative engine optimization audit checklist — technical readiness, content structure, authority signals and measurement — plus the 90-day GEO roadmap and the KPIs that prove ROI. Skip the theory; this is the implementation guide.

How to Track Brand Mentions in Gemini: The App, AI Overviews and AI Mode (2026 Guide)

Gemini answers buyers on three surfaces — the Gemini app, Google AI Overviews, and AI Mode — and each can describe your brand differently. Here is how to track brand mentions in Gemini manually and automatically, which metrics matter, and how to gain visibility once you can see it.