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.

3,530,316
Brands Scored
4.7/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 3,530,316 Tech & SaaS Brands

AI-Ready8-10
<1%
15,833
Getting There6-7
24%
856,772
Needs Work4-5
61%
2,142,518
Not Discoverable0-3
15%
515,193

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

3,530,316 brands scored - page 30522 of 35,304

A

AllKaraoke.Party

3/10
C

Cursor Museum

3/10
M

mtoohey EnvelopeGitHubORCID

3/10
L

Login

3/10
W

Welcome to Multiple Dispatch’s documentation! β€” Multiple Dispatch 0.4.0 documentation

3/10
I

InfluxDB 2.0 python client β€” influxdb_client 1.51.0dev0 documentation

3/10
P

peermaps

3/10
7

757ColorCoded Inc.

3/10
S

Scientific Python

3/10
T

Thraxil.org

3/10
A

attackrulemap.netlify.com

3/10
C

Cheryl Hughey

3/10
M

MixPose Instructor Center

3/10
J

Jordan Roher

3/10
C

Contribute

3/10
M

Martin Woodward

3/10
G

GitLab

3/10
L

Lee Spector

3/10
A

Adam Marcus

3/10
A

Articles

3/10
S

sioBud

3/10
D

Digital Justice

3/10
O

Owen Melia

3/10
T

tech.ryancox.net

3/10
W

Web Media API Snapshot Test Suite

3/10
S

Seed Robotics

3/10
L

Laidout

3/10
B

Boop :: OKatBest

3/10
Z

Zachary Yedidia

3/10
P

PySTAC Client Documentation β€” pystac

3/10
A

Axel Fontaine

3/10
O

OpenVNet

3/10
E

Etherpad

3/10
L

Login

3/10
O

Oliver Coding

3/10
S

Start

3/10
T

Terminal++

3/10
P

preCICE Forum on Discourse

3/10
M

man azdavis

3/10
D

Donny Bertucci

3/10
J

J.A. Dahlke

3/10
G

Geezam

3/10
R

roblouie

3/10
W

WaterdogPE

3/10
S

Sumanth Dathathri's Homepage

3/10
Z

Zpix's Stuff

3/10
R

Raiden Network Specification β€” Raiden Specification 0.1 documentation

3/10
L

lda: Topic modeling with latent Dirichlet Allocation β€” lda documentation

3/10
A

AtmoSwing’s user documentation β€” AtmoSwing 3.0.x documentation

3/10
G

Gregor Richards

3/10
S

SpinW

3/10
A

Alison Hardy

3/10
N

numbro.js

3/10
R

Robin van Wijngaarden

3/10
C

Crowdin

3/10
A

Authr

3/10
W

Welcome to the Official Cosmos Documentation

3/10
B

Brian Beckman

3/10
S

Seb Hillaire's website

3/10
G

Git Cola: The highly caffeinated Git GUI

3/10
W

Welcome to pyautocad’s documentation! β€” pyautocad 0.2.0 documentation

3/10
R

RepoCloud

3/10
B

Bradley J Eck, PhD

3/10
Y

YOLKALYZER by yyolk

3/10
A

Advanced Combat Tracker

3/10
H

Home

3/10
G

Golangit!

3/10
P

place.dog

3/10
L

libnacl: Python bindings to NaCl β€” libnacl 1.9.0 documentation

3/10
P

Python Library for Historical Linguistics β€” LingPy

3/10
A

averylaird.com

3/10
C

ComponentJS

3/10
S

Samsaccone

3/10
M

MichaelXavier.net

3/10
S

Sigfried Gold, MFA, MA, PhD

3/10
G

gpodder.net Documentation β€” gpodder.net documentation

3/10
I

ISF

3/10
B

BIMcomponents.com β€” Free Downloads of 3D BIM Objects for ArchiCAD & other CAD Software

3/10
P

Petals

3/10
S

SIGHPC Systems Professionals Virtual Chapter

3/10
P

Pipelines as Code

3/10
C

CSX Structured JavaScript Learning Journey

3/10
H

Hoodies

3/10
D

Dimforge Home

3/10
C

chsxf.dev

3/10
P

PureConfig

3/10
R

Randy Gaul’s Game Programming Blog

3/10
P

pygsheets β€” pygsheets 1.1 documentation

3/10
W

Welcome to plastimatch β€” Plastimatch 1.10.0 documentation

3/10
H

Hunter Dyar

3/10
A

Aaron Friesen

3/10
H

Home

3/10
S

stats.gallery

3/10
P

peng :: About Me

3/10
C

Cake Software Foundation, Inc.

3/10
D

Derme's Coffee

3/10
A

Ali Asghar Aamir

3/10
P

Peter Strahle

3/10
P

Pascal Grittmann

3/10
H

Homepage

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 β†’

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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