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.

3,811,955
Brands Scored
3.7/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 3,811,955 Tech & SaaS Brands

AI-Ready8-10
<1%
1,632
Getting There6-7
6%
243,247
Needs Work4-5
53%
2,022,006
Not Discoverable0-3
41%
1,545,070

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

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

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3,811,955 brands scored - page 4 of 38,120

W

WSJ Tech Live

8.2/10
N

NASA PACE

8.2/10
U

UC Berkeley IEOR Department - Industrial Engineering & Operations Research

8.2/10
A

Apache Hudi

8.2/10
C

CMU Safe AI Lab directed by Prof Ding Zhao

8.2/10
H

Home Wellness at NIH

8.2/10
G

GitHub

8.2/10
N

NINR

8.2/10
G

Google for Developers

8.2/10
M

Microsoft Open Source Blog

8.2/10
L

LinkedIn

8.2/10
W

Wiley Science Solutions

8.2/10
G

GitHub Security Lab

8.2/10
S

SurveyMonkey

8.2/10
L

LinkedIn

8.2/10
X

X Developer Platform

8.2/10
C

Catherine Tucker

8.2/10
L

LinkedIn

8.2/10
M

Matthew Hausknecht

8.2/10
C

CALIPSO

8.2/10
G

GitHub

8.2/10
L

LinkedIn

8.2/10
S

Spotify for Backstage

8.2/10
H

Haiyue SONG/宋海越

8.2/10
A

Apple Developer

8.2/10
M

Microsoft Copilot Blog

8.2/10
Y

Yahoo! en Español

8.2/10
D

Department of Computer Science

8.2/10
A

About Google

8.2/10
A

AVIRIS

8.2/10
G

Geonung Kim

8.2/10
L

LinkedIn

8.2/10
L

Lorena Pantano — Bioinformatics & Data Science

8.2/10
P

Push your ideas to the web

8.2/10
T

TheAbbie

8.2/10
L

LinkedIn

8.2/10
L

LinkedIn

8.2/10
L

LinkedIn

8.2/10
C

California State Parks

8.2/10
Z

Zilong Zheng's Homepage

8.2/10
H

Hacker OPSEC

8.2/10
S

SheepTester

8.2/10
S

Serdar Kadıoğlu

8.2/10
S

Sharath Chandra Raparthy — Research Engineer, Google DeepMind

8.2/10
M

Manling Li

8.2/10
M

Mauricio Zambrano-Bigiarini | Hydrometeorological modelling and forecasting

8.2/10
U

Ubuntu

8.2/10
L

LinkedIn

8.2/10
A

Apple Developer Forums

8.2/10
G

GitHub

8.2/10
M

Milligram - A minimalist CSS framework

8.2/10
L

LinkedIn

8.2/10
M

Mozilla Builders

8.2/10
H

Huzaifa Arif

8.2/10
L

Lei Mao's Log Book

8.2/10
N

Nicolas Dufour personal website

8.2/10
M

Medium

8.2/10
H

Hengrui Cai

8.2/10
C

Chenhao Li

8.2/10
N

Nominate amazing open source contributors for the GitHub Stars program

8.2/10
H

Harsh Trivedi

8.2/10
L

Legend Mod

8.2/10
D

Donny Y. Chen

8.2/10
D

Daniel

8.2/10
Y

Yuki Shirai

8.2/10
X

Xitong Zhang

8.2/10
L

Library Carpentry

8.2/10
I

In Pursuit of Laziness

8.2/10
L

LinkedIn

8.2/10
S

Simplify compliance with Google

8.2/10
L

LinkedIn

8.2/10
M

MDN Web DocsMDNMandalaMDNMozilla

8.2/10
L

LinkedIn

8.2/10
Y

Yahoo! en Español

8.2/10
C

CNET

8.2/10
U

UC Berkeley School of Information’s Online Master’s Programs

8.2/10
L

LinkedIn

8.2/10
L

LinkedIn

8.2/10
L

Lexical Systems Group

8.2/10
L

LinkedIn

8.2/10
B

Bloomberg Media

8.2/10
N

NVIDIA

8.2/10
L

LinkedIn

8.2/10
L

LinkedIn

8.2/10
I

Indrajeet Patil

8.2/10
M

MONAI

8.2/10
C

Capgemini Software Engineering

8.2/10
G

GitHub Next

8.2/10
N

NIH RePORTER API

8.2/10
G

Google Pay

8.2/10
C

CounterChemists.github.io

8.2/10
G

GitHub Accelerator

8.2/10
G

Gist

8.2/10
G

GitHub

8.2/10
G

GitHub

8.2/10
M

Max Howell

8.2/10
F

Felix Hill

8.2/10
P

PDF4QT – PDF open source editor and reader

8.2/10
A

Amazon Web Services, Inc.

8.2/10
M

Method Reference

8.2/10
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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 3.7/10 means for tech & saas brands

The average Tech & SaaS brand we've scored sits at 3.7/10. 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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