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 7609 of 14,542

B

Bottlerocket

4/10
W

Wilson Lin

4/10
V

VCF

4/10
F

Find your polling station

4/10
T

The Open Data Cube — Open Data Cube 1.9.20.dev41+g5b2007161 documentation

4/10
V

Vastrik

4/10
S

Sprea Editori

4/10
R

Resonant Computing Manifesto

4/10
A

App Entwicklung

4/10
G

Graham Kendall: Home Page

4/10
N

NNI Documentation — Neural Network Intelligence

4/10
A

A modular open source framework to model energy supply systems

4/10
C

Citace PRO VUT v Brně

4/10
A

AWS Distro for OpenTelemetry

4/10
I

IoTaWatt™ Open WiFi Electric Power Monitor

4/10
H

HydrOffice: A Research

4/10
T

Terra

4/10
S

Sam Aaron

4/10
E

Eclipse Cyclone DDS

4/10
C

Cambridge Open Reality and Visual AI Laboratory

4/10
M

Mininet-WiFi

4/10
I

Institute for Research and Innovation in Software for High Energy Physics

4/10
B

BlueKitchen

4/10
G

GitHub Home Page of the Daniilidis Group

4/10
G

GitLab

4/10
N

Naoto YOKOYA

4/10
H

Home — EvalML 0.84.0 documentation

4/10
L

losrioscc

4/10
H

Home

4/10
B

beancount: Double

4/10
O

Optimal Programs

4/10
N

Nameko — nameko 2.12.0 documentation

4/10
C

Cuckoo Sandbox Book — Cuckoo Sandbox v2.0.7 Book

4/10
S

Shells.Systems

4/10
V

Vita House

4/10
R

Roboflow 100: A New Object Detection Benchmark

4/10
B

BIOSERVICES: access to biological web services programmatically — bioservices 1.16.0 documentation

4/10
N

Neobotix: Homepage

4/10
N

Nathan Dennler

4/10
M

Medium

4/10
W

Welcome to the ClimateStudio User Guide — ClimateStudio latest documentation

4/10
M

Machine Learning

4/10
D

Drone

4/10
T

TweeterID

4/10
O

OpenVnmrJ

4/10
S

Sparselizard finite element C++ library

4/10
F

Flagsmith Docs

4/10
T

The UZH FPV Dataset

4/10
M

Mass Dynamics

4/10
C

Coaty

4/10
R

RTE - CentraleSupélec Chair

4/10
L

Lucas Pereira

4/10
X

Xin

4/10
N

nilmtk

4/10
V

VQEG

4/10
N

NMEA Generator

4/10
A

Apache Apex

4/10
O

onosproject

4/10
R

R Language Bindings for Synapse API • synapser

4/10
M

Marco Raveri

4/10
O

OpenL Tablets

4/10
T

technobium

4/10
D

django

4/10
A

A Blockchain Platform for the Enterprise — hyperledger

4/10
P

PyETo — pyeto 0.2 documentation

4/10
M

Mixxx 2.5 User Manual — Mixxx User Manual

4/10
K

Kohsuke Kawaguchi

4/10
A

AMCR

4/10
I

IT 2.0open

4/10
H

Home

4/10
L

LinkML

4/10
S

SpiNNcloud

4/10
P

Pts.js

4/10
C

CuPy

4/10
B

bors-ng

4/10
А

Александр Кресин

4/10
우

우아한형제들 기술 블로그

4/10
L

Linux 台灣社群

4/10
V

Velox

4/10
P

Paul Novosad

4/10
A

Apigility

4/10
P

PartiQL :: PartiQL

4/10
G

GitHub Code Review Tool for JS, Ruby, Swift, and more

4/10
G

git-secret

4/10
C

Cloud Native Operational Excellence CNOE

4/10
I

ig.nore.me

4/10
M

MongoEngine

4/10
R

Ratpack: Lean & powerful HTTP apps for the JVM

4/10
A

Amplication

4/10
S

Software Architektur im Stream

4/10
J

JetBrains

4/10
S

SmartClient Framework by Isomorphic Software

4/10
>

> root@saelo

4/10
C

Continuent

4/10
T

Trillium

4/10
B

basketfinals.com

4/10
R

rowan.fyi

4/10
M

Medical Records Request

4/10
T

The Rebus Creator Club

4/10
N

NodeMCU Documentation

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 4.5/10 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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