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.

1,849,622
Brands Scored
4.5/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 1,849,622 Tech & SaaS Brands

AI-Ready8-10
<1%
7,064
Getting There6-7
15%
272,336
Needs Work4-5
70%
1,296,176
Not Discoverable0-3
15%
274,046

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

1,849,622 brands scored - page 16143 of 18,497

W

Welcome to MMDeploy’s documentation! — mmdeploy 1.3.1 documentation

3/10
T

The Rattlin' Blog

3/10
C

CrabNebula Cloud

3/10
B

bynario.com

3/10
H

Home

3/10
C

Cemu bug tracker

3/10
T

The WUMM Project

3/10
A

andyf.me

3/10
D

Discord

3/10
B

BDT: Home

3/10
D

Dan Mathisen

3/10
J

Jakub Dundalek

3/10
P

psaiah

3/10
H

Home

3/10
A

Ahoi.

3/10
S

slotlist.info

3/10
C

Cambridgegis.github.io by cambridgegis

3/10
G

Genomicsaotearoa

3/10
P

Pose with Style

3/10
I

IoC container for Javascript / Node.js

3/10
R

Reign Drops Fall…

3/10
I

Iterative Tangents

3/10
M

Machine learning with tidymodels

3/10
S

stylish SVG Backgrounds for your websites and designs

3/10
T

typedr.at

3/10
W

Welcome to Spotty Documentation — spotty 1.3.2 documentation

3/10
A

altR: R Plot Alternative Text Generator

3/10

轻笑Chuckle

3/10
A

Alex Lubbock

3/10
B

Brandon Burning

3/10
H

Home

3/10
C

Coming Soon

3/10
D

Dercorn

3/10
@

@storybook/cli

3/10
D

Dev Bay

3/10
J

Josh Makar

3/10
M

Michel Maas — Senior PHP Developer

3/10
S

Samuel Clay

3/10
S

Spencer Hamm

3/10
Z

Zachary Robinson

3/10
L

Lucidity.de

3/10
A

Adaptive Aggregation Networks for Class

3/10
W

Website spacerabbit.de

3/10
L

ljd

3/10
U

UCI Phonotactic Calculator

3/10
J

Jake Barnes

3/10
A

Alloy

3/10
C

COSMIC

3/10
M

Meganbeckett

3/10
M

Metricio

3/10
P

Percyfal

3/10
M

msearch.io

3/10
M

Michael Watts, Web Development

3/10
O

OrderPortal demo instance

3/10
M

Mike Oram

3/10
F

Fürth lab

3/10
A

Adaptive Intelligence Group

3/10
E

EPx

3/10
W

WICAR.org - Test Your Anti-Malware Solution!

3/10
G

glowing-bear

3/10
H

Hunsh's Blog

3/10
K

Krzysztof JurewiczGitHubTwitterTwitter

3/10
I

IEEE Computer Society ITBA

3/10
M

Mystic BBS Software : Home

3/10
P

PyAnsys

3/10
I

Introduction to FastF1 — FastF1 (3.8.3)

3/10
H

Home

3/10
W

Wruczek's Playground

3/10
F

Free public DNS server with DoH and DoT support

3/10
M

Menci

3/10
K

Kanidm

3/10
K

Kwynn's website

3/10

컬리 기술 블로그

3/10
C

comp.coop

3/10

∿∿∿∿∿∿∿∿∿∿∿∿∿∿∿∿∿∿∿∿∿∿∿∿∿∿∿∿∿∿∿∿∿∿∿∿∿∿∿∿∿∿∿∿∿∿∿∿∿∿∿∿∿∿∿∿∿∿∿∿∿∿∿∿∿∿∿∿∿ sinusoides

3/10
P

Plume documentation ⋅ Plume documentation

3/10
H

Home — Taisei Project

3/10
M

Minecraft Server Status API

3/10
G

Github Readme Activity Graph

3/10
I

IT Tools

3/10
A

absolomb's security blog

3/10
A

AsmJit

3/10
A

Appiod.com

3/10
T

Toshl Developer

3/10
R

RoninDocker logoRonin has grade A code qualityGitHub logoDiscord logoMastodon logo

3/10
M

Mayan Bridge

3/10
A

Alf.io, the open source ticket reservation system

3/10
T

TR5 Labs

3/10
E

ericniebler.github.io

3/10
P

Publify by publify

3/10
T

Tensorpack Documentation — tensorpack 0.11 documentation

3/10
Y

Yuna

3/10
C

Checkmate MP3 Checker

3/10
R

Redirecting...

3/10
E

EVMC: EVMC

3/10
C

CoolPlaces

3/10
Y

Yo Briefcase

3/10
N

NetDev Community Chat

3/10
T

traduora

3/10
D

Datarsys

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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