AI Scores / Tech & SaaS

Tech & SaaS AI Scores
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AI Visibility Scores for Tech and SaaS Brands

B2B buyers ask AI engines for software recommendations every day. The SaaS brands that show up have schema markup, entity clarity, and AI-accessible documentation. See how tech companies score on AI visibility.

1,454,159
Brands Scored
4.5/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 1,454,159 Tech & SaaS Brands

AI-Ready8-10
<1%
5,582
Getting There6-7
14%
208,550
Needs Work4-5
70%
1,015,619
Not Discoverable0-3
15%
224,408

Only <1% of tech & saas brands are AI-ready.

The other >99% are being skipped by ChatGPT, Perplexity, and Google AI Mode.

Score your brand free

1,454,159 brands scored - page 7731 of 14,542

J

JustSleightly

4/10
M

Matty.dev

4/10
M

Mandse™

4/10
O

Oakridge Codefest 2026

4/10
G

Gabriel Garrido

4/10
R

Robson Kanhalelo

4/10
H

Home by darrkj

4/10
I

IgapyonGitHubFacebookInstagrammikuproject

4/10
K

KingoftheConnors

4/10
J

john

4/10
P

Philippe Boileau

4/10
Y

yuiseki.github.io

4/10
M

Marc Knaup

4/10
M

Martin Skøtt

4/10
L

Latest Posts

4/10
M

Margaret (Molly) E. Roberts

4/10
G

GitHub

4/10
아

아빠프로그래머의 좌충우돌 개발하기!

4/10
G

GitHub

4/10
L

Learning New Technologies. Sharing knowledge.

4/10
W

Wagtail CMS

4/10
L

Linux Embedded Appliance Framework

4/10
T

Tarbell — Tarbell 1.0.5 documentation

4/10
A

Anders Rasmussen

4/10
S

Spacebar Documentation

4/10
O

Open Source Conversational AI Community

4/10
E

Evelyn van Kelle

4/10
S

SubToMe Docs

4/10
T

Tibor Hercz - Writing about Cloud, architecture, AWS, GCP and software engineering.

4/10
N

NetAgence

4/10
M

Meine kleinen Sternenkarten

4/10
A

Adam Rackis's personal site and blog

4/10
C

Chevy Ray

4/10
P

pgsc_calc: a reproducible workflow to calculate polygenic scores — Polygenic Score (PGS) Catalog Calculator documentation

4/10
S

Shan Jiang 江山

4/10
C

CSS Speedrun | Test your CSS Skills

4/10
M

Michał Oleszak

4/10
R

reSTYLE

4/10
S

Shun Kashiwa

4/10
J

Julien Brun, PhD

4/10
B

Boost software reliability

4/10
H

Hyperconnect Tech Blog

4/10
N

Nuspell

4/10
W

Welcome to Joey NMT’s documentation! — Joey NMT 1.2 documentation

4/10
H

Hey Guys, I’m Lei Wang

4/10
L

lesterhedges.net

4/10
酥

酥米的小站

4/10
A

ASCII Today

4/10
L

Lagon has joined Vercel

4/10
C

Christian Stein

4/10
S

Shuyang Li, PhD

4/10
S

Satpy’s Documentation — Satpy 0.59.1.dev0+g32513cba6.d20251107 documentation

4/10
P

Practical Artificial Intelligence

4/10
D

DC Perl Mongers

4/10
O

OpenCascade.js

4/10
C

Crowdin

4/10
U

unbescape: powerful, fast and easy escape/unescape operations for Java

4/10
M

Mobile Era

4/10
D

dineshgowda

4/10
T

Tech Beginner

4/10
E

EasyBuild

4/10
M

Michael Elad

4/10
G

GitHub Patchwork

4/10
P

Perspective

4/10
G

GraphScope

4/10
I

Introduction — Pastas 1.14.0 documentation

4/10
G

Gurustop.NET By @Meligy

4/10
C

Code for IATI

4/10
K

Kai Han

4/10
P

PraxisLIVE

4/10
H

Hi, I'm Marvin.

4/10
T

Tom VanAntwerpGitHubBlueskyLinkedIn

4/10
A

About

4/10
S

SPOŠ Dvůr Králové nad Labem

4/10
K

kitshn.app

4/10
H

Hypha Documentation

4/10
H

Hypha Documentation

4/10
D

dave ray

4/10
E

Evennia Python MUD/MU creation system

4/10
D

Dark Launch

4/10
G

GopherSource

4/10
A

Adventures in HttpContext · All the stuff after 'Hello, World'

4/10
J

Java Limit

4/10
T

TallStackUI — Beautifully crafted components for your next TALL Stack idea

4/10
L

Login — Timing

4/10
C

ClickHaskell

4/10
C

Carlo Zottmann. He/him.

4/10
E

eduTAP

4/10
M

Memories

4/10
F

Freerouting

4/10
J

Joëlle Barido-Sottani

4/10
S

svartalf

4/10
M

MeltX0R Security

4/10
M

metrico

4/10
P

polybar

4/10
T

Toan Q. Nguyen

4/10
S

Site Reliability Guide for mybinder.org

4/10
W

Welcome to MMDetection3D’s documentation! — MMDetection3D 1.4.0 documentation

4/10
C

Computer Security Lab @POSTECH

4/10
G

GSEE

4/10
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Score your tech & saas brand free

Want to improve your AI visibility score?

Read: AEO guide for Tech & SaaS brands →

What an AEO score of 4.5/10 means for tech & saas brands

The average Tech & SaaS brand we've scored sits at 4.5/10. That means roughly <1% are positioned to be cited by ChatGPT, Claude, and Perplexity, while the remaining >99% are at risk of being skipped when AI engines answer customer questions.

Common AEO issues in tech & saas

  • Missing Organization JSON-LD with sameAs links to social profiles
  • No llms.txt file declaring the brand to AI crawlers
  • FAQ content rendered without FAQPage schema, so AI engines cannot extract it
  • robots.txt or Cloudflare WAF blocking GPTBot, ClaudeBot, or PerplexityBot
  • Thin About pages with no founder/team Person schema

How to improve your tech & saas AEO score

Run a free AEO score for your site and see exactly which signals are missing. The audit takes under a minute and the fix list ships as a one-click JSON-LD + llms.txt + robots.txt patch you can paste into any platform.

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