Arobis AI Research Exposes the Silent Demand Gap Costing SaaS Companies Pipeline Before a Website Is Ever Visited

Bosto , MA, July 01, 2026 (GLOBE NEWSWIRE) — A obis AI, the AI Sea ch Dema d Ge e atio & AI Visibility compa y fo B2B SaaS, today published esea ch fi di gs eveali g that SEO domi a ce a d AI ecomme datio f eque cy a e ot co elated ac oss majo softwa e catego ies — a d i ma y cases move i opposite di ectio s. The study a alyzed 100 SaaS b a ds ac oss 10 softwa e catego ies a d thousa ds of p ompts tested ac oss ChatGPT, Gemi i, Claude, Pe plexity, a d Google AI Ove views, exposi g a st uctu al dema d gap that most SaaS ma keti g teams a e ot cu e tly measu i g o optimizi g fo .

Ra Yosef, Fou de & CEO of A obis AI, whose ew study of 100 SaaS b a ds ac oss 10 softwa e catego ies fou d that Google a ki gs a d AI ecomme datio f eque cy have almost othi g to do with each othe .

The Shift No Ma keti g Team Ca Affo d to Ig o e

Whe a buye ope s ChatGPT a d types “What’s the best p oject ma ageme t tool fo a 50-pe so SaaS team?” — th ee ve do s appea . The sho tlist is fo med. No keywo d a ked. No ad was clicked. No website was visited.

Fo the ve do s that appea ed, a sales co ve satio is ow likely. Fo the o es that did ‘t — i cludi g some that a k o the fi st page of Google fo that exact catego y — the buyi g jou ey e ded befo e it bega .

I dust y esea ch based o clickst eam data cove i g millio s of US sea ches fou d that 58.5% of Google sea ches ow e d without a si gle click to a y exte al website. By ea ly 2026, that figu e had ise to 68%, acco di g to updated esea ch published i Ju e 2026.

Buye s a e getti g a swe s, fo mi g opi io s, a d buildi g sho tlists without eve ope i g a ve do website. Fo SaaS compa ies that have spe t yea s buildi g SEO autho ity, the implicatio is di ect: the t affic model that justified that i vestme t is st uctu ally e odi g. The eplaceme t model — AI-ge e ated ecomme datio s — is o e almost o SaaS team is cu e tly measu i g o optimizi g fo .

The Study: 100 SaaS B a ds, O e U comfo table Fi di g

A obis AI a alyzed 100 SaaS b a ds ac oss 10 majo softwa e catego ies — CRM, custome suppo t, p oject ma ageme t, ma keti g automatio , HR, collabo atio , a alytics, e-comme ce, cybe secu ity, a d AI w iti g — testi g thousa ds of p ompts ac oss ChatGPT, Gemi i, Claude, Pe plexity, a d Google AI Ove views.

The ce t al fi di g: SEO-domi a t b a ds f eque tly failed to appea i AI-ge e ated a swe s fo thei ow p ima y catego y keywo ds. Mea while, mid-ma ket compa ies with st o ge commu ity p ese ce, clea e positio i g, a d mo e obust thi d-pa ty validatio d amatically outpe fo med e te p ise competito s with fa la ge co te t budgets.

The patte was co siste t ac oss all te catego ies a alyzed. A SaaS compa y ca hold positio o e o Google fo its p ima y catego y keywo d a d be completely abse t f om the AI a swe a buye eceives at the exact mome t of decisio .

“The homepage of the i te et is o lo ge Google. It’s the AI a swe . A d most SaaS compa ies a e ‘t i it.”

— Ra Yosef, Fou de & CEO, A obis AI

Why the Gap Exists

Google built its autho ity model a ou d backli ks, keywo d sig als, a d domai ati gs. AI systems do ‘t a k pages. They ecomme d b a ds.

The sig als AI systems use to decide which b a ds to ecomme d a e st uctu ally diffe e t: the b eadth a d co siste cy of thi d-pa ty me tio s ac oss the web, the st e gth a d volume of eviews o platfo ms like G2 a d Capte a, active commu ity p ese ce o i dust y fo ums, topical autho ity withi specific use cases, a d the cla ity of b a d positio i g ac oss the e ti e digital footp i t.

No e of these a e ew co cepts. What’s ew is that they ow dete mi e whethe a compa y appea s i the a swe a buye gets befo e visiti g a y website — o disappea s f om the buyi g jou ey e ti ely.

“Visibility gets you see . Recomme datio s get you chose . Most SaaS compa ies have spe t a decade getti g see . Almost o e have sta ted getti g chose .”

— Ra Yosef, Fou de & CEO, A obis AI

I t oduci g AI Sea ch Dema d Ge e atio

To add ess this gap, A obis AI i t oduces AI Sea ch Dema d Ge e atio — the discipli e of i c easi g a SaaS compa y’s ecomme datio f eque cy ac oss AI-powe ed sea ch platfo ms by st e gthe i g the autho ity, t ust sig als, edito ial p ese ce, a d digital i f ast uctu e that mode AI systems use whe ge e ati g buyi g ecomme datio s.

It is ot GEO — Ge e ative E gi e Optimizatio — which emai s a page-level co te t p actice. It is ot AI mo ito i g — which t acks b a d me tio s afte the ecomme datio has al eady bee made. It is ot SEO with a AI label attached.

It is the p actice of becomi g ecomme ded — ot me ely discove able. Of ea i g dema d at the mome t it fo ms i side the AI a swe , befo e a buye ‘s sho tlist is set a d befo e a website visit is eve co side ed.

About A obis AI

A obis AI is defi i g the catego y of AI Sea ch Dema d Ge e atio fo B2B SaaS compa ies, helpi g softwa e b a ds i c ease how ofte they a e ecomme ded i side ChatGPT, Gemi i, Claude, Pe plexity, a d Google AI Ove views. Th ough AI Visibility Audits, A swe Optimizatio , a d Autho ity E gi ee i g, A obis AI helps SaaS compa ies build the t ust sig als a d digital i f ast uctu e that mode AI systems use whe ge e ati g buyi g ecomme datio s.

Website: https://a obis.ai

Resea ch & Fu the Readi g:

A obis AI’s study of 100 SaaS b a ds fi ds SEO domi a ce a d AI ecomme datio f eque cy a e ot co elated — a d ofte move i opposite di ectio s. ClickUp, Notio a d Deel d amatically outpe fo m. Ze desk a d Ma keto show egative gaps.

P ess I qui ies

Ra Yosef a [at] a obis.aihttps://a obis.ai/