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.

3,090,715
Brands Scored
4.6/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 3,090,715 Tech & SaaS Brands

AI-Ready8-10
<1%
12,981
Getting There6-7
23%
717,538
Needs Work4-5
61%
1,872,456
Not Discoverable0-3
16%
487,740

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

3,090,715 brands scored - page 26453 of 30,908

A

Artifact

3/10
A

Appetizer

3/10
Б

Блог Андрея Смирнова

3/10
H

HugeDomains.com

3/10
E

Eric Malcolm

3/10
H

Heather Vandervecht

3/10
M

Mohamed Bassem's Blog

3/10
M

Model ZooXYouTubeLinkedInGitHub

3/10
N

NoneBot

3/10
I

INScore JS Editor

3/10
W

Wazo Platform

3/10
P

Posts

3/10
T

Terminal Wedding

3/10
A

About

3/10
M

mljs.github.io

3/10
H

Hexo

3/10
U

ubershmekel.github.io by ubershmekel

3/10
L

liv.io

3/10
E

ElkArte Themes

3/10
D

drewke.net

3/10
E

Entropic

3/10
I

Introduction

3/10
O

Oakland City Council Agenda

3/10
B

build2

3/10
G

guillaume!

3/10
D

diah.info

3/10
W

Welcome to the kas documentation, a setup tool for bitbake based projects — kas 5.3 documentation

3/10
G

GENILLOUD Maxime

3/10
J

Jerry Ylilammi

3/10
W

Welcome to sourmash! — sourmash 4.9.5.dev0 documentation

3/10
G

Gitstalk

3/10
R

renoise.github.io

3/10
S

SpamTitan Help Center

3/10
E

ethpm

3/10
W

Welcome to BibtexParser’s documentation! — BibtexParser latest documentation

3/10
W

Welcome to pymemcache’s documentation! — pymemcache 3.5.2 documentation

3/10
H

hvac — hvac 2.4.0 documentation

3/10
G

Gwsdoc

3/10
T

The Identity Python

3/10
V

volkamerlab.github.io

3/10
P

Perspicuous Computing

3/10
L

libclc

3/10
N

Nitch

3/10
P

Protovalidate

3/10
I

Index of /hBlock

3/10
V

Vue Bits

3/10
A

ArchiveBox — ArchiveBox 0.9.33rc39 documentation

3/10
W

wemake.services

3/10
P

pyFF

3/10
D

Deal — Deal documentation

3/10
S

Service Binding for Kubernetes

3/10
J

Jupyter[Lab] Language Server Protocol — Language Server Protocol integration for Jupyter[Lab]

3/10
W

Welcome to nsupdate.info’s documentation! — nsupdate.info 0.13.1.dev61+g1c3578ba2 documentation

3/10
M

Mastodon hosted on tux.social

3/10
K

Kevin Yap

3/10
J

j c campbell

3/10
I

Introduction

3/10
P

PyAnsys cheat sheet documentation — PyAnsys Cheat sheets

3/10
A

Analytics for Github

3/10
T

Tauri Login System

3/10
W

Welcome to Momba’s documentation! — Momba

3/10
F

Fabrice SALVAIRE Github’s homepage

3/10
O

OHSU Comp. Bio.

3/10
O

Ocr D

3/10
S

SQR

3/10
P

Pext

3/10
W

Welcome to Blessed documentation! — Blessed 1.44.0 documentation

3/10
D

django

3/10
W

Welcome to Django Leaflet’s documentation! — Django Leaflet 0.20 documentation

3/10
L

Lightning

3/10
P

Podman: Python scripting for Podman services — Podman Python SDK 3.2.1.0 documentation

3/10
I

Introduction — PeakRDL

3/10
P

py

3/10
P

PyBEL 0.15.6

3/10
Q

QuantEcon documentation — QuantEcon 0.11.2 documentation

3/10
W

Welcome to pylightxl documentation — pylightxl 2019 documentation

3/10
W

Welcome to the Sound Field Synthesis Toolbox — SFS Toolbox

3/10
P

PyBLP — PyBLP 1.2.0 documentation

3/10
O

Overview — Wetterdienst Documentation

3/10
T

txacme: A Twisted implementation of the ACME protocol — txacme 0.9.1+0.ga5f1652.dirty documentation

3/10
S

Session Technologies

3/10
G

Golem Python API Reference — yapapi 0.12.0 documentation

3/10
U

UK

3/10
A

Anycluster

3/10
A

Actuator

3/10
P

pyHanko — pyHanko 0.0.0.dev1 documentation

3/10
P

passagemath

3/10
A

AdminKit Demo

3/10
M

mastersign

3/10
P

Python Library for Historical Linguistics — LingPy

3/10
N

NGL Viewer Projects

3/10
B

Blog

3/10
G

Goji

3/10
M

Machine Learning for Trading

3/10
A

astir

3/10
W

Welcome to multiprocessing’s documentation! — multiprocessing 3.5.0.0 documentation

3/10
B

beancount2beancount

3/10
C

clinguinContentsMenuExpandLight modeDark modeAuto light/dark mode

3/10
B

BTrees documentationContentsMenuExpandLight modeDark modeAuto light/dark, in light modeAuto light/dark, in dark mode

3/10
C

ChainerUI

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 4.6/10 means for tech & saas brands

The average Tech & SaaS brand we've scored sits at 4.6/10. 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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