Zeer Perfios / intent / perfios
Observed, not inferred · updated weekly

Perfios buying intent

18 tracked signals — top 10 topics below — Engineering and Sales are carrying most of it.

18signals · 30 days
10topics tracked
85.71%attributed to a team

Attention by team

taxonomy_intent_rollup × social_profile.role

Every tracked signal from a Perfios employee, placed by the team they sit in and the theme they engaged with. Darker means more concentrated attention.

Artificial Intelligence
Employee Recognition
Retrieval-Augmented Generation (RAG)
Software Development
Work Anniversary
Financial Services
Engineering
550% Engineering to Artificial Intelligence: 5 signals, 50% of this team's attention
00% Engineering to Employee Recognition: 0 signals, 0% of this team's attention
220% Engineering to Retrieval-Augmented Generation (RAG): 2 signals, 20% of this team's attention
220% Engineering to Software Development: 2 signals, 20% of this team's attention
00% Engineering to Work Anniversary: 0 signals, 0% of this team's attention
110% Engineering to Financial Services: 1 signals, 10% of this team's attention
Sales
00% Sales to Artificial Intelligence: 0 signals, 0% of this team's attention
150% Sales to Employee Recognition: 1 signals, 50% of this team's attention
00% Sales to Retrieval-Augmented Generation (RAG): 0 signals, 0% of this team's attention
00% Sales to Software Development: 0 signals, 0% of this team's attention
150% Sales to Work Anniversary: 1 signals, 50% of this team's attention
00% Sales to Financial Services: 0 signals, 0% of this team's attention
Unclassified no dept on file
00% Unclassified to Artificial Intelligence: 0 signals, 0% of this team's attention
150% Unclassified to Employee Recognition: 1 signals, 50% of this team's attention
00% Unclassified to Retrieval-Augmented Generation (RAG): 0 signals, 0% of this team's attention
00% Unclassified to Software Development: 0 signals, 0% of this team's attention
150% Unclassified to Work Anniversary: 1 signals, 50% of this team's attention
00% Unclassified to Financial Services: 0 signals, 0% of this team's attention
LowHigh

Topics being researched

30-day window

All tracked topics, ranked by signal volume. Confidence is the classifier's certainty that the signal belongs to this topic.

Artificial Intelligence
LinkedIn
High volume
98%
last
8d ago
Employee Recognition
LinkedIn
Medium volume
50%
last
22d ago
Retrieval-Augmented Generation (RAG)
LinkedIn
Medium volume
98%
last
7d ago
Software Development
LinkedIn
Medium volume
98%
last
8d ago
Work Anniversary
LinkedIn
Medium volume
90%
last
22d ago
Financial Services
LinkedIn
Low volume
98%
last
22d ago
Data Science
LinkedIn
Low volume
98%
last
22d ago
Event-Driven
LinkedIn
Low volume
98%
last
8d ago
Agentic AI System
LinkedIn
Low volume
98%
last
8d ago
Machine Learning
LinkedIn
Low volume
98%
last
22d ago

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Who to contact at Perfios

verified title on file

People at Perfios whose own activity produced these signals. Names are withheld pending a consent decision; titles, seniority and topic are real and free to browse.

Engineering6 active
senior member of technical team
researching Data Science
in
senior software development engineer
researching Software Development
in
Senior Member of Technical Team
seniorresearching Software Development
in
software development engineer
researching Artificial Intelligence
in
tech lead engineer
leadershipresearching Retrieval-Augmented Generation (RAG)
in
software development engineer
researching Artificial Intelligence
in
Sales1 active
senior manager -customer success
researching Work Anniversary
in
Unclassified1 active
Senior Executive Information Security
researching Work Anniversary
in

Top accounts researching Perfios

names withheld on the public page

Companies whose people mention Perfios in their own activity. Account names are withheld here; not yet classified as implementation partner vs. genuine prospective buyer.

Not yet available

No buyer signal yet for this account

Nobody in the graph is currently discussing this company by name in a way we can attribute to a specific employer.

Buyer profile

company size · seniority

How big those accounts are, and who inside them is senior enough to matter. Competitor products still not yet computed for this account.

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Company-size breakdown and buyer seniority mix for accounts researching Perfios.

Company size breakdown
Buyer seniority mix
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Not yet available

No buyer signal yet for this account

Not enough real data was found to build a company-size or seniority breakdown for this account.

What's been said

public posts mentioning Perfios

Real public activity that surfaced Perfios in a tracked topic. Not a sentiment score — just what people actually wrote.

LinkedInArtificial Intelligence

Claude Code was reading 27,000 files to review a Next.js PR. A knowledge graph cut that to 15 files. 49x fewer tokens. Better review quality. How? Tree-sitter parses your codebase into an AST — extracting every function, class, and their relationships (CALLS, IMPORTS_FROM, INHERITS, TESTED_BY). When you change login() in auth.py , a BFS blast-radius trace answers: → What does it call? (forward) → What calls it? (backward) → Which tests cover it? Claude reads those 5 files. The other 27,000? Skipped. SQLite stores the graph locally. Incremental updates via git hooks keep it live in <2 seconds. Less noise → Claude focuses → better reviews. Open source: pip install code-review-graph (Credit: Tirth Kanani — full writeup in comments) #LLM #AIEngineering #ClaudeCode #DevTools

Apr 2026

About this data. Perfios (perfios.ai). Signals derive from taxonomy_intent_rollup joined to social_profile.role. Department attribution is 85.71%; the remainder is shown honestly as its own Unclassified row rather than hidden. Updated 2026-08-24T04:00:02.375Z.

Not yet computedPer-team narrative summaries