Lilypath Competitive Monitor

IP Status: Authority Intelligence™ — CLEAR No third-party usage of "Authority Intelligence" detected in this scan period. The term appears exclusively in Lilypath's own March 11, 2026 launch coverage (IT Business Net / GlobeNewswire). Term sovereignty appears intact. Continue monitoring monthly. Note: Jobright.ai content (Feb 27, 2026) uses "Authority Score" as a generic algorithmic construct — different framing, but worth watching.

LockedIn AI RED Ongoing lockedinai.com

Free AI LinkedIn profile optimizer with full scoring (0–100), section-by-section breakdown across 14 profile sections, and inline rewrite generation. Pipeline structure — intake → score → section diagnostics → copy improvements — closely mirrors Lilypath's protected methodology. Targeting 50,000+ users. No new feature announcement this week; flagged as ongoing due to structural IP overlap.

Evidence: "Instantly scans 14 critical sections… generates a detailed score (0–100)… you'll see exactly which sections need improvement."

Similarity 7.8/10

First seen: [undated page] — flagged [Ongoing]

Careerflow AI RED Ongoing careerflow.ai

Free Chrome extension delivering real-time LinkedIn profile scoring across 15 criteria with section-by-step walkthroughs and AI copy suggestions. Scores, diagnoses, and rewrites — a direct functional parallel. No new product announcement in the last 7 days. Ongoing structural threat.

Evidence: Careerflow AI "scans your profile in real-time and scores it across 15 criteria: photo quality, headline keywords, About section length, skills completeness, experience formatting."

Similarity 7.2/10

First seen: Dec 9, 2025 (Growleads reference) — flagged [Ongoing]

LinkedOptimizer.ai RED Ongoing linkedoptimizer.ai

Standalone AI scorer and analyzer — "score, find gaps, instant recommendations." Lightweight free tool with section-by-section breakdown. No new activity found this week but active product with full scoring + recommendation pipeline. Undated site — cannot confirm recency of last update.

Evidence: "Get an overall score and section-by-section breakdown… receive personalized, actionable recommendations generated by AI to optimize each section."

Similarity 6.5/10

First seen: [undated] — flagged [Ongoing]

Jobright.ai ORANGE Recent — Feb 27, 2026 jobright.ai

Published a detailed 2026 guide to AI LinkedIn profile optimization that borrows adjacent language — including the term "Authority Score" as a generic algorithmic metric — and covers section-by-section rewrite prompting. Primary focus remains job placement/recruiter matching, not authority diagnostics. However, the content framing and "AI reads your profile" logic drifts into Lilypath's territory. Watch for product moves that productize this content.

Evidence: The guide states the "2026 algorithm specifically scans for quantifiable nouns and action verbs to build your 'Authority Score.'" — generic use, not a product name, but proximity to Lilypath's IP warrants monitoring.

Similarity 5.0/10

Published: Feb 27, 2026

Lovable (LinkedIn Skill Score Integration) ORANGE Recent — Feb 26, 2026 computerworld.com

Lovable (135,000+ projects/day, 8M+ daily visitors) integrated a LinkedIn-connected AI skill validation score that appears directly on LinkedIn profiles. Reported by Computerworld. This is a platform-level scoring signal added to LinkedIn profiles by a high-scale AI tool — a structural move toward scored authority signals, adjacent to Lilypath's AI Readiness Score concept. CEO confirmed plans to "continually evolve the score."

Evidence: Users "press a button saying 'connect to LinkedIn'… the resulting score is then listed on a person's LinkedIn profile." "We plan to [continually] evolve the score."

Similarity 4.2/10

Published: Feb 26, 2026 (Computerworld)

ViralBrain YELLOW Recent — ~Apr 1, 2026 viralbrain.ai

Published a "Top 8 LinkedIn Profile Optimization Platforms 2026" roundup ~2 weeks ago, positioning itself at #1 as a content intelligence platform. Language emphasizes "proof and momentum" and profile-to-content feedback loops — not a scored diagnostic or authority intelligence product, but actively inserting itself into the optimization category conversation. No scoring or rewrite pipeline. Traditional content scheduling tool adding AI framing.

Evidence: ViralBrain claims "#1" because "the highest-performing LinkedIn profiles in 2026 are built around proof and momentum" — it is "an AI-powered LinkedIn content intelligence platform."

Similarity 2.8/10

Published: ~Apr 1, 2026 (approx. 2 weeks ago)

Linkboost / AI Blaze / Teal / Taplio / Final Round AI GREEN Ongoing

Multiple generic AI LinkedIn content/automation tools active in the ecosystem. None demonstrate scored authority diagnostics, section-level AI analysis tied to machine-perception research, or rewrite pipelines built on algorithmic research like 360Brew. Linkboost published an algorithm post 3 days ago (Apr 12) focused on engagement automation — not profile scoring or authority intelligence.

Evidence: Linkboost automates "AI-generated contextual comments from the rest of the executive team" — engagement automation, not authority scoring. No IP overlap.

Similarity 1.2/10

Linkboost post: Apr 12, 2026. Others: [undated / prior period]

View Market Signals this week

No confirmed funding rounds or acquisitions detected in the AI LinkedIn optimization space in the Apr 8–15 window. No search results surfaced a funding announcement, acquisition, or major pivot.

Category saturation signal: The market is described as "flooded with generic 'AI writers'" — a signal that undifferentiated tools are crowding the low end, which reinforces Lilypath's moat in authority-specific, research-validated diagnostics.

LinkedIn platform shift: LinkedIn has "completed its transition from a standard search engine to an LLM-powered matching engine" as of 2026 — validating Lilypath's core thesis and increasing urgency of the Authority Intelligence category for professionals.

Organic reach decline: Organic reach on LinkedIn "has plummeted by a staggering 50% year-over-year in 2026" — macro tailwind for tools that help professionals maintain authority-based visibility.

Term	Status	Source / Context
"Authority Intelligence"	CLEAR	Only appears in Lilypath's own GlobeNewswire launch (Mar 11, 2026)
"AI Readiness Score"	CLEAR	No third-party use found this scan period
"Authority Score" (generic)	WATCH	Jobright.ai (Feb 27) uses as generic algorithm term, not product name. Monitor for escalation.
intake→score→diagnostic→rewrite pipeline	MONITOR	LockedIn AI, Careerflow, LinkedOptimizer all run structurally similar pipelines. Patent pending status is key defense.