AI News Today.

Search & retrieval

SoWork · iGrow

Vendor-reportedTechnology & softwareUnited StatesIn productionNLPLive 2026

Vendor-reported. The customer is named and the numbers are quoted from the source page, but the account comes from the vendor. No independent confirmation.

Reported by igrow.at (vendor self-report). Checked against the source page on 2026-09-05. 7 of 11 figures below appear on that page word for word; the rest are marked.

The problem

SoWork was hardly ever found; 65.8% of website pages were not indexable, conversion tracking was flawed, and AI Visibility was at 16.6%.

What was deployed

Vendor
iGrow
Products
GEO Engine, RankScale, Google Ads, GA4 Looker Studio, Microsoft Bing Webmaster Tools
Models
ChatGPT, Gemini, Perplexity, AI Overview, AI Mode, Grok, Copilot
Technique
NLP
Build or buy
Bought off the shelf
Deployment
Custom build
Data used
RankScale, Google Ads, GA4 Looker Studio, and Microsoft Bing Webmaster Tools.
Timeline
3 months

What changed

Each row is quoted from the source. Figures we could not find on the page in those words are marked — they are kept, not deleted, so you can judge them.

100%AI Visibility Scorefrom 16.6%90 days

“AI Visibility Score / 16.6% / 100% / +83.4 PP”

Quoted word for word from the source

41.7%Share of Citationsfrom 22.7%90 days

“Share of Citations / 22.7% / 41.7% / +19 PP”

Quoted word for word from the source

100%Top-3 Visibilityfrom 53.8%90 days

“Top-3 Visibility / 53.8% / 100% / +46.2 PP”

Quoted word for word from the source

100%Detection Rate

“Detection Rate / — / 100% / all 7 engines”

Not found on the source page in these words

#1.0Position (when found)average March 2026

“Position (when found) / — / #1.0 / average March 2026”

Not found on the source page in these words

23000Total AI CitationsApril 2026

“Total AI Citations / — / +23,000 / April 2026”

Not found on the source page in these words

348.53Hard Conversions (onboarding_completed)from 0 measured

“Hard Conversions (onboarding_completed) / 0 measured / 348.53 total / —”

Not found on the source page in these words

100.8Organic Hard Conversionsfrom not measurable

“Organic Hard Conversions / not measurable / 100.8 / directly from SEO/AI”

Quoted word for word from the source

1.53% (hard conv.)Conversion Rate Google Adsfrom 0.6% (pageviews)

“Conversion Rate Google Ads / 0.6% (pageviews) / 1.53% (hard conv.) / +1.7x”

Quoted word for word from the source

430First Click Attribution (Organic)

“First Click Attribution: 430 onboarding_completed from Organic.”

Quoted word for word from the source

436Last Click Attribution (Organic)

“Last Click Attribution: 436 onboarding_completed from Organic.”

Quoted word for word from the source

double-digit %MRR Growthfrom stagnationJan–Mar 2026

“MRR Growth / stagnation / double-digit % / Jan–Mar 2026”

Not found on the source page in these words

Difficulties and limits

Sources

Similar deployments

Walmart · Microsoft

22% — global ecommerce growth

Independently reportedRetail & e-commerce · Search & retrieval · LLM · In production · 2024

Osprey · NOVOS

72.6% — share of AI answers

Vendor-reportedRetail & e-commerce · Search & retrieval · LLM · In production

Safe · Victoria Olsina

40.88% — Enterprise keyword visibility

Vendor-reportedOther · Search & retrieval · LLM · In production

WS Audiology · QueryNow

85% increase — daily active users

Vendor-reportedHealthcare · Search & retrieval · NLP · In production

Philips · Market Logic

89% — Proficiency in answering business questions

Vendor-reportedHealthcare · Search & retrieval · LLM · Pilot