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.

1,845,321
Brands Scored
4.5/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 1,845,321 Tech & SaaS Brands

AI-Ready8-10
<1%
7,092
Getting There6-7
15%
271,777
Needs Work4-5
70%
1,292,997
Not Discoverable0-3
15%
273,455

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

1,845,321 brands scored - page 16085 of 18,454

C

cuRoboContentsMenuExpandLight modeDark modeAuto light/dark, in light modeAuto light/dark, in dark mode

3/10
C

Come partecipo

3/10
R

Redirecting...

3/10
N

Numla

3/10
C

containers

3/10
W

Welcome to Kaolin Library Documentation — NVIDIA Kaolin Library documentation

3/10
M

Mirror

3/10
G

Gradescope Autograder Documentation

3/10
W

Welcome to FireSim’s documentation (version “main”)! — FireSim main documentation

3/10
E

exupero

3/10
J

just.js

3/10
L

Lawrence Pan

3/10
O

Openomy

3/10
M

marsaalam

3/10
H

Home

3/10
K

KIT

3/10
M

Martas

3/10
M

Minimul

3/10
P

pre

3/10
T

The Pinax Blog

3/10
T

tgrm.github.io

3/10
M

Martina Holy

3/10
S

Stephen Marz: Blog

3/10
C

Connect

3/10
C

CloudAMQP

3/10
#

#!/bin/blog

3/10
E

ezCater Engineering & Product Blog

3/10
X

xCIT

3/10
M

mmap.page

3/10
S

Surya Consulting

3/10
B

Bill Hails

3/10
T

Turnstone

3/10
R

Radek Kozieł

3/10
B

Bounding Box Software

3/10
W

WebXR Dinosaurs

3/10
K

Kenrick

3/10
L

Local Interpretable Model

3/10
D

dapp.tools

3/10
U

uhub

3/10
L

List Index

3/10
Z

Zetao Zhuang

3/10
M

mailman.cs.uchicago.edu Mailing Lists

3/10
B

Backpack for Laravel

3/10
G

Golioth Docs

3/10
A

Arena Shooter Server Browser

3/10
V

Vulkan Guide

3/10
K

KeeperRL

3/10
S

sled-rs.github.io

3/10
C

CO Analysis

3/10
H

HomeGallery Documentation

3/10
A

A journey into a wild pointer

3/10
Q

qouteall

3/10
T

tildeweb.nl

3/10
M

Minecraft Overviewer

3/10
I

index

3/10
A

Alex Charlton

3/10
P

PhotoPrism

3/10
L

Lukas Valatka

3/10
R

Redirecting…

3/10
F

Filipe Laíns

3/10
S

S.Lott -- Software Architect

3/10
S

Script

3/10
D

Dhall Documentation — Dhall documentation

3/10
T

The Inko programming language

3/10
A

addr.tools

3/10
A

arso

3/10
R

Rhite

3/10
S

silly business

3/10
S

SkillKit

3/10
B

Bozeman Pass, Inc.

3/10
I

It's all about the bit

3/10
K

Keunwoo Lee's Minimum Viable Homepage

3/10
A

About · Matheus Portela

3/10
N

notcurses

3/10
S

skip · A programming language to skip the things you have already computed

3/10
B

BeanHub - your smart accounting book

3/10
T

Taskforce.sh

3/10
T

The Ink blog

3/10
H

Home

3/10
D

Daniel Angell

3/10
H

Helm Playground

3/10
D

Dominik Picheta

3/10
J

jarbus

3/10
T

The Alan Programming Language

3/10
M

Mac

3/10
T

Tobias Schäfer

3/10
H

Homepage of Alan Grow

3/10
A

AmendHub

3/10
A

apitman

3/10
K

Kris Kowal, Open Sourcerer

3/10
R

Rodney L.

3/10
S

Smtpd

3/10
S

Slava Knyazev

3/10
C

Cyphr.me

3/10
R

Regent: a Language for Implicit Task

3/10
S

Snowfall

3/10
B

Bartosz Teleńczuk

3/10
S

scallywag

3/10
E

Ember's Site

3/10
J

Joseph Muia

3/10
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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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