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.

3,090,725
Brands Scored
4.6/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 3,090,725 Tech & SaaS Brands

AI-Ready8-10
<1%
12,981
Getting There6-7
23%
717,538
Needs Work4-5
61%
1,872,466
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

3,090,725 brands scored - page 26454 of 30,908

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
D

django

3/10
W

Welcome to docformatter! — docformatter 1.7.5 documentation

3/10
W

Welcome to FFsubsync’s documentation! — ffsubsync documentation

3/10
H

histbook — histbook v1.2.5

3/10
W

Welcome to gninatorch’s documentation! — gninatorch documentation

3/10
Р

Руководство по IRC — Документация Руководство по IRC 1

3/10
M

METS Reader & Writer — METS Reader & Writer 0.6.1 documentation

3/10
M

multimatch

3/10
H

Home — Parsenvy 3.0.2 documentation

3/10
W

Welcome to owmeta

3/10
W

Welcome to pygeoif’s documentation! — pygeoif 1.6.0dev0 documentation

3/10
P

pypuppetdb — pypuppetdb 3.2.0 documentation

3/10
I

irc 20.5.1.dev72+g90e10e690 documentationContentsMenuExpandLight modeDark modeAuto light/dark, in light modeAuto light/dark, in dark mode

3/10
M

Main Page — retdec

3/10
S

Shuup documentation — Shuup 2.10.2+ documentation

3/10
R

RichDEM — High

3/10
W

Welcome to stix2

3/10
S

ssh

3/10
W

Welcome to TopoStats’s documentation! — TopoStats 2.4.1.dev13+g7508469e2 documentation

3/10
S

SWAMPE’s documentation — SWAMPE 1.0.0 documentation

3/10
P

python

3/10
W

Welcome to Trame’s documentation! — Trame documentation

3/10
Z

ZEO

3/10
W

Welcome to Yapconf’s documentation! — Yapconf 0.3.7 documentation

3/10
W

Welcome to sciunit’s documentation! — SciUnit documentation

3/10
S

shdewz

3/10
L

Lorenzo Setale

3/10
C

Cesium

3/10
K

Kyle Conroy's Personal Blog

3/10
P

PyWebIO Playground: Edit, Run, Share PyWebIO Code Online

3/10
J

Jack Robinson

3/10
N

nequip.net

3/10
P

PyHELICS

3/10
B

Blog

3/10
W

Welcome to anycluster’s documentation! — anycluster 2.0 documentation

3/10
W

Welcome to django

3/10
W

Welcome to Flask

3/10
D

django

3/10
C

Cooler — cooler 0.10.4 documentation

3/10
L

lda: Topic modeling with latent Dirichlet Allocation — lda documentation

3/10
P

python

3/10
D

django

3/10
H

Home

3/10
T

Threema Gateway

3/10
P

Pantry

3/10
F

FileGator - Demo

3/10
S

State of Databases Survey

3/10
I

Introduction

3/10
H

hotswapagent

3/10
M

Mark's Ohio Scientific/Compukit UK101 Archive

3/10
W

Wes Souza

3/10
D

Discord

3/10
T

The Aurelia Discourse

3/10
Ö

Ömer Saatcioglu

3/10
W

Welcome to FreeFEM documentationLogo

3/10
S

skiftOS

3/10
I

Introduction

3/10
D

Doughnut ~ Podcast App for macOS

3/10
E

easyDNS

3/10
J

jgallant's Indie Game Developer Homepage

3/10
L

Leaning Technologies

3/10
H

Home

3/10
H

Homepage Arne Kesting

3/10
Q

Quasilyte github pages

3/10
A

AB&T

3/10
M

Milan Kupcevic — Personal Home Page

3/10
A

Apache Fluo

3/10
L

Lens –

3/10
P

Projects

3/10
K

Kristian Nielsen

3/10
S

SGE (moved to GitHub)

3/10
H

hvac — hvac 2.4.0 documentation

3/10
I

Introduction

3/10
A

Aave

3/10
S

Sign In

3/10
P

Playing with Data

3/10
Q

Qiwi Trails

3/10
E

elm

3/10
K

Kaustuv Chaudhuri

3/10
M

Mozilla Hong Kong

3/10
.

.bit - Your Barrier-free Human DID.

3/10
K

Kern-Ralph Co-lab

3/10
L

Ladislas Nalborczyk

3/10
G

Giovane C. M. Moura, Ph.D.

3/10
V

ViperCard

3/10

地震“学”

3/10
S

Simplify4U

3/10
S

Syllable, a User Friendly, POSIX Compatible Operating System

3/10
E

electron

3/10
S

Simple food App

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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