Empirical Search Intelligence

Engineering Search Intelligence for Ecommerce Growth

We built the GSC Intelligence Framework because keyword tools were guessing. Your Search Console isn't. Founded by Sachin Choudhary after 12 years of technical SEO execution.

The 1,000-Row Limit That Started It All

After 12 years in technical SEO, our founder Sachin Choudhary kept running into the exact same frustration during client audits. Standard SEO software and basic dashboard views would force an arbitrary 1,000-row export cap, compressing thousands of long-tail ecommerce search queries into a smoothed-out average position of "14.2."

The same pattern kept showing up across ecommerce audits: executive reports celebrated a rising traffic curve while actual store conversion numbers stalled. Digging past the summary charts into raw Google Search Console API data revealed why, showing that high-intent transactional queries were sitting on page two, generating impressions that never turned into clicks because no one had mapped the actual CTR gaps.

That moment exposed the flaw of third-party tool speculation. Ampiono was built to extract raw first-party GSC data programmatically, surfacing the hidden revenue left behind by standard keyword dashboards.

Explore Our Framework

The Ampiono Standard

  • Founder-Led Expertise: Direct oversight from Sachin Choudhary on every engagement, from audit through execution.
  • First-Party Data Only: No estimated third-party volumes. Every model runs entirely on your live GSC API performance data.
  • Revenue Mapping: Every ranking gap and click opportunity is translated directly into projected monthly revenue impact.

Powered by 9 Core Intelligence Models

Instead of generic checklists, our consultancy runs specialized empirical models designed to isolate click gaps, fix internal cannibalization, and score competitive opportunities.

Dynamic CTR Model

Builds custom expected click curves from your actual site data rather than generic industry averages.

Cannibalization Detection

Finds where your own pages are competing against each other and resolves internal traffic splits.

Intent-Segmented CTR

Breaks click-through expectations down by search intent, so a branded query isn't judged against the same benchmark as a comparison query.

View All 9 Proprietary Models

How We Deliver Results

Empirical Over Speculative

We don't guess what keywords you should target. We analyze where Google is already giving you impressions and engineer growth from proven traction.

Revenue as the North Star

Traffic is a vanity metric if it doesn't convert. Our frameworks tie every optimization directly to your bottom-line sales and conversion rates.

Absolute Transparency

No black-box tactics or confusing jargon. You get clear, raw data models and complete visibility into how your search strategy performs.

Ready to See What Your Data Reveals?

Stop guessing with third-party tools. Get a free GSC Revenue Audit and find out where your store is leaking search revenue.

Get Your Free Audit