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.

3,753,053
Brands Scored
4.6/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 3,753,053 Tech & SaaS Brands

AI-Ready8-10
<1%
15,033
Getting There6-7
23%
859,606
Needs Work4-5
60%
2,268,888
Not Discoverable0-3
16%
609,526

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

3,753,053 brands scored - page 21556 of 37,531

T

Techsoft.cc

4/10
N

Nicole Express

4/10
D

dbader.org

4/10
W

Welcome

4/10
F

Fazal Majid's low

4/10
G

Guideline Central

4/10
A

AdamW on Linux and more

4/10
B

Benjamin Black — Blahg

4/10
P

Project Jupyter Documentation — Jupyter Documentation 4.1.1 alpha documentation

4/10
P

Plum Amazing

4/10
C

Calomel.org :: Open Source Research and Reference @ Calomel.org

4/10
P

Portfolio Performance

4/10
G

Graphite

4/10
F

FNA

4/10
S

Surge

4/10
W

Webcams from around the World

4/10
W

Welcome to Cilium’s documentation! — Cilium 1.19.4 documentation

4/10
H

H

4/10
A

Adeptech Systems, Inc.

4/10
E

ESP

4/10
U

Uiua

4/10
R

retina studio — eye

4/10
A

American University of Beirut

4/10
A

Alpha II Service

4/10
M

Material Curricular Libre

4/10
D

Diceware: Create Secure Passwords You Can Actually Remember!

4/10
D

Dr. Timothy C. Lethbridge: Research into Complexity Reduction in Software Engineering

4/10
B

Bloerg

4/10
A

Apidato

4/10
A

Annotated Research Paper Implementations: Transformers, StyleGAN, Stable Diffusion, DDPM/DDIM, LayerNorm, Nucleus Sampling and more

4/10
D

DABIRI LAB

4/10
E

Exploring Secure and Reliable Payment Solutions with ChronoPay

4/10
I

IRC Definition Files

4/10
R

Ricochet Refresh

4/10
R

Riker

4/10
N

NeoGeo Development Wiki

4/10
O

Onux

4/10
P

PRQL

4/10
I

ImageJ Wiki

4/10
E

Erowid

4/10
B

Bill St. Clair's Home Page

4/10
J

Janet Programming Language

4/10
F

Frama

4/10
O

Odin Programming Language

4/10
C

CakeML

4/10
C

Calendar Versioning — CalVer

4/10
T

TwistedWave, an Audio Editor

4/10
S

Secure Software Systems (S3)

4/10
T

Trae

4/10
M

Martus / Welcome

4/10
A

Aaron Turon

4/10
V

Video Conferencing, Web Conferencing, Online Meetings, Screen Sharing

4/10
L

Lou Franco: code, apps, and writings

4/10
T

The Shape of Code

4/10
F

Foenix Retro Systems

4/10
D

Dependency Injector — Dependency injection framework for Python — Dependency Injector 4.49.0 documentation

4/10
H

Homepage

4/10
B

blog

4/10
A

Apache KIE (incubating)

4/10
P

PSafe

4/10
T

TimeStored.com

4/10
D

DuckDB Labs

4/10
A

AlgoDaily

4/10
T

The OpenROAD Project

4/10
I

Iris Project

4/10
A

Alastair Reid

4/10
P

Project Lovelace

4/10
H

ho.ax

4/10
J

John E. Davis Software

4/10
O

Open Source Awards

4/10
D

DUPR

4/10
J

Josh Thompson · Solving Problems

4/10
W

Welcome

4/10
N

National Geographic

4/10
M

Medium

4/10
M

MouseJack

4/10
P

Pavel Panchekha

4/10
T

The D3 Graph Gallery

4/10
C

craftinamerica

4/10
J

Justin Meiners

4/10
G

GitBucket

4/10
N

Netrek Nexus

4/10
P

Public Object

4/10
H

Hoopstr

4/10
G

GitHub

4/10
H

Home

4/10
C

Context Driven Testing

4/10
G

Grio Blog

4/10
N

Nonindigenous Aquatic Species

4/10
L

Linking Ruby knowledge from the most remote places in the world.

4/10
M

Metamod:Source

4/10
T

Trustworthy Systems

4/10
A

Armed Bear Common Lisp (ABCL)

4/10
.

.NET nanoFramework

4/10
M

Moose

4/10
S

Subspace mailing list server — subspace.kernel.org documentation

4/10
M

miracle

4/10
P

Pluto.jl — interactive Julia programming environment

4/10
J

JS Rocks

4/10
P

Pikchr: 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 4.6/10 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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