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.

3,530,924
Brands Scored
4.7/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 3,530,924 Tech & SaaS Brands

AI-Ready8-10
<1%
15,833
Getting There6-7
24%
856,899
Needs Work4-5
61%
2,142,946
Not Discoverable0-3
15%
515,246

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

3,530,924 brands scored - page 20319 of 35,310

S

SpiceDB Documentation

4/10
B

Batect

4/10

瑝琦的博客

4/10
N

NFD

4/10
D

Data Developer Platform

4/10
G

Go

4/10
D

Doctave

4/10
G

Git Superstar!

4/10
J

Jørgen S. Dokken

4/10
H

Hi, I'm Prasanna 👋

4/10
G

GitHub

4/10
P

Python最佳实践指南! — The Hitchhiker's Guide to Python

4/10
S

symforce

4/10
E

Enzyme AD

4/10
X

X

4/10
H

Home

4/10
J

Joshua Fox

4/10
N

NeuralProphet

4/10
N

Nima Hejazi

4/10
A

Alex Garcia

4/10
B

BypassCensorship

4/10
U

uiv

4/10
P

PDB

4/10
M

MCP Framework

4/10
P

Peter Morlion

4/10
T

ttkthemes documentation — ttkthemes v3.2.2 documentation

4/10
W

Welcome to Trilinos

4/10
M

Menu

4/10

カロリンのチラ裏

4/10
B

Brackets Themes

4/10
L

LÖVR

4/10
R

RetroDECKDiscordMatrixBlueskyRedditLemmyGitHubForgejoFlathub

4/10
P

Patrick Mylund Nielsen

4/10
P

Pascal Hertleif

4/10
M

Matthias Urhahn

4/10
C

ClearSurgery

4/10
D

Dan Cross's Weblog

4/10
B

BarRaider’s Repo

4/10
T

ToxPi - The Toxicological Prioritization Index

4/10
S

Stephanie Eckman

4/10
S

shodan

4/10
K

Kargo

4/10
C

CiderPress

4/10
O

owlfish.com

4/10
G

GitLab

4/10
M

Mikhail Panchenko's Blog

4/10
B

bunny.net Tools

4/10
R

Rhai

4/10
T

The Golioth Developer Blog

4/10
G

Geo Web

4/10
A

AvenuesAI

4/10
P

Patrick Mosca

4/10
O

OpenAstroTech

4/10
H

Handsoncode

4/10
C

Callaham Vintage Guitars and Parts (Home)

4/10

陈 希章的简介

4/10
P

Python Design Patterns

4/10
F

Freedom To Play

4/10

串串狗小刊

4/10
M

Multi

4/10
X

XurxoDev

4/10
I

Icestudio

4/10
R

Rune Madsen

4/10
B

Buy 2pi.network

4/10
G

GitHub

4/10
A

Aseem Agarwala

4/10
5

5ire

4/10
S

Stuff.li → Meetin.gs — Simple Invitations for Free

4/10
P

Philip Economides

4/10
C

CodeRed

4/10
H

hvPlot — hvPlot 0.12.2 documentation

4/10
T

The Data Hazards Project — Data Hazards v1.0 documentation

4/10
Y

YerevaNN

4/10
N

Neil R. Simon

4/10
A

Ameliorated.io

4/10

小林coding | Java面试学习

4/10
H

Home

4/10
P

PyAnsys

4/10
P

PyAnsys

4/10
O

openDCIM

4/10
G

Grocy

4/10
J

Jong Wook Kim

4/10
5

5KM Tech

4/10
J

JongChan Choi

4/10
S

Septimal Mind

4/10
0

040code

4/10
H

Home

4/10
G

GitHub

4/10
0

0xluminous

4/10
2

21 Applications

4/10
2

2 Handed Coding

4/10
{

{ url: '4-20ma.io' }

4/10
V

Vivek R

4/10
G

GitHub

4/10
0

0xjac

4/10
B

Bradley Ericksongithublinkedininstagram

4/10
1

19bits

4/10
1

13r1ckz

4/10
2

20Speed12's website

4/10
A

Aki Gao

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 4.7/10 means for tech & saas brands

The average Tech & SaaS brand we've scored sits at 4.7/10. 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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