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 12698 of 14,542

L

LACH

3/10
P

Pavlo Kerestey

3/10
H

Husky

3/10
M

moxie, rust UI tools

3/10
P

Planimeter

3/10
C

Corvel Software

3/10
C

code.tools

3/10
N

Nucleoid

3/10
C

Chris McComb, Ph.D.

3/10
F

FastFormats — a Benchmark For Data Formats

3/10
~

~/ · FrankOS

3/10
K

Kuroko Project

3/10

∞ IT

3/10
T

Taste The Code Toolbox Menu

3/10
G

GitHub

3/10
P

Phil

3/10
W

Welcome to sciunit’s documentation! — SciUnit documentation

3/10
T

Trevor Johns

3/10
R

Reqnroll URL Shortener

3/10
G

GMT 教學手冊 — GMT 教學手冊

3/10
P

Princeton Available Rooms

3/10

清澄秋爽

3/10
L

Layoutit Voxels

3/10
L

Libbitcoin

3/10
R

Redirecting…

3/10
M

m

3/10
B

Bitcoin Search

3/10
P

patsy

3/10
W

Welcome — LibreCellular 21.04 documentation

3/10
L

libssh: The SSH library

3/10
M

MacMESS.org

3/10
I

International Faust Conference 2020

3/10
V

Vhs

3/10
P

Publ

3/10

产品介绍 · 野火IM开发手册

3/10
C

CRAFT & VALUE

3/10
H

Han Hu

3/10
H

Hong Kong Creative Open Technology Association

3/10

元视角

3/10
W

Webbprogrammering och Databaser

3/10
H

Hello from MakerGram Workshop 🛠

3/10
N

NetPGP

3/10
H

Hej

3/10
R

RailsReactTutorial

3/10

糖羽仙

3/10
T

ThemeSpectre

3/10
@

@llllvvuu

3/10
V

Vallarismaps

3/10
N

North Carolina State University Software Mirror

3/10
M

Matthew Wardrop

3/10
T

tabreturn // blog

3/10
Z

Zheng Zhang

3/10
M

MCP Events

3/10
S

Shengjing Zhu(朱晟菁)githublinkedindebiantelegrampencil2

3/10
A

Appetizer

3/10
T

Thoth Metadata Export API Documentation

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
I

i. welch canavan

3/10
B

Berliner Schulen

3/10
N

NoneBot

3/10
I

INScore JS Editor

3/10
P

Posts

3/10
T

Terminal Wedding

3/10
H

Home

3/10
A

About

3/10
M

mljs.github.io

3/10
H

Hexo

3/10
U

ubershmekel.github.io by ubershmekel

3/10
W

Wannier Developers

3/10
D

Deb

3/10
E

ElkArte Themes

3/10
E

Entropic

3/10
I

Introduction

3/10
B

build2

3/10
P

Panoptes

3/10
D

diah.info

3/10
T

Testing Farm API documentation

3/10
W

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

3/10
S

Steven Berliner

3/10
G

GENILLOUD Maxime

3/10
K

Klimerko

3/10
O

obaby 𝐢‍𝐧⃝ void

3/10
W

Welcome to sourmash! — sourmash 4.9.5.dev0 documentation

3/10
O

OSISM

3/10
G

Gitstalk

3/10
9

97cosas.com

3/10
R

renoise.github.io

3/10
P

PyAnsys developer’s guide — PyAnsys developer's guide

3/10
S

Solana RPC

3/10

中文家用游戏博物馆

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
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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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