# LinkPost vs Léa: Which One Should You Choose in 2026?
> The honest comparison between LinkPost (€99/month, proprietary virality prediction algorithm, dataset of 1M+ X and LinkedIn posts analyzed semantically, 33 measured tactics) and Léa (closed beta, autonomous agent that comments, prospects and closes deals on LinkedIn). 10 scored criteria, clear verdict based on your funnel (inbound content vs outbound sales).
*LinkPost and Léa solve two different problems: LinkPost helps you create LinkedIn content that performs (25 scored variants, virality prediction, 33 measured tactics, Spy Mode). Léa is an autonomous agent that comments, prospects and closes deals on LinkedIn for you. For a complete B2B funnel, both are complementary: LinkPost generates inbound through content, Léa automates outbound. Worth noting: Léa is in closed beta (20 spots), no public pricing yet.*
**Home** > **Compare** > **LinkPost vs Léa: Which One Should You Choose in 2026?**
> "I went from around 12,000 or 13,000 weekly views to over 45,000 — a 4× on my stats in just 15 days."
> — Thomas Quinet
## Contents
- [Quick answer](#quick-answer)
- [TL;DR](#tldr)
- [What about ROI?](#roi)
- [Beta cohort raw data](#cohort-data)
- [Comparison table](#comparison)
- [Feature-by-feature breakdown](#features)
- [The right pick for your profile](#use-cases)
- [They switched from Léa](#switchers)
- [Final verdict](#verdict)
- [FAQ](#faq)
- [Get started](#cta)
## Quick answer {#quick-answer}
Léa (closed beta, pricing TBD) is an autonomous AI agent that comments, prospects and closes deals on LinkedIn for you. Pure outbound automation. LinkPost (€99/month) is a LinkedIn content creation tool with a proprietary virality prediction algorithm leveraging a dataset of 1M+ X and LinkedIn posts analyzed semantically across 33 tactics (Dataset X-Ray), scoring 300+ factors including 27 personalized on your style, aligned with LinkedIn Engineering's public research (March 2026). Both tools are complementary rather than competing. Measured on the 20 most active LinkPost users: x1.93 likes over 60 days.
## TL;DR {#tldr}
- Léa (closed beta) is an autonomous agent that automates LinkedIn outbound: commenting, prospecting, deal closing. LinkPost (€99/month) creates LinkedIn content that performs via a proprietary virality prediction algorithm trained on 1M+ X and LinkedIn posts.
- LinkPost scores each post on 300+ factors (including 27 personalized on your style) before publication and generates 25 variants per topic. Léa doesn't create content, it automates outbound interactions on LinkedIn.
- Léa advantage: only autonomous AI agent that manages the LinkedIn sales funnel end-to-end (commenting, prospecting, closing) without human intervention. Closed beta, access limited to 20 spots.
- LinkPost advantage: x1.93 likes measured over 60 days, +71% posts that hit, -75% flops avoided. Dataset of 1M+ X and LinkedIn posts, Spy Mode, AI Strategist, 33 measured tactics, multi-source. Publicly available.
## What about ROI? {#roi}
A viral B2B LinkedIn post brings 1 to 3 qualified leads on average: that's what LinkPost optimizes. A well-automated LinkedIn outbound sequence can bring 50-200 prospects per month: that's what Léa optimizes. If your B2B funnel relies on inbound through content, LinkPost. If your funnel relies on outbound automation, Léa. For a complete funnel, both together: inbound (LinkPost) + outbound (Léa).
## Beta cohort raw data (n=20, measured 2026-05-22) {#cohort-data}
> Cohort: the 20 most active LinkPost users (measured by post volume) during the beta period, before the official public launch. No cherry-picking: top 20 by activity, not by results. For each user, we compare their average likes and record posts over the 60 days before they signed up to LinkPost vs the 60 days after signup. Identities anonymized (LP-001 to LP-020).
| # | ID | Likes/post before | Likes/post after | ×Avg | Best post before | Best post after | ×Max |
|---|---|---|---|---|---|---|---|
| 1 | LP-001 | 19.1 | 70.2 | ×3.68 | 53 | 248 | ×4.68 |
| 2 | LP-002 | 2.9 | 9.7 | ×3.37 | 27 | 89 | ×3.30 |
| 3 | LP-003 | 3.9 | 11.0 | ×2.83 | 9 | 149 | ×16.56 |
| 4 | LP-004 | 8.5 | 20.7 | ×2.44 | 28 | 461 | ×16.46 |
| 5 | LP-005 | 28.9 | 70.0 | ×2.42 | 33 | 822 | ×24.91 · Cohort record |
| 6 | LP-006 | 23.5 | 49.8 | ×2.12 | 73 | 159 | ×2.18 |
| 7 | LP-007 | 2.5 | 5.1 | ×2.04 | 5 | 18 | ×3.60 |
| 8 | LP-008 | 1.4 | 2.9 | ×1.99 | 7 | 39 | ×5.57 |
| 9 | LP-009 | 7.7 | 15.3 | ×1.98 | 127 | 51 | ×0.40 |
| 10 | LP-010 | 14.0 | 27.3 | ×1.95 | 53 | 163 | ×3.08 |
| 11 | LP-011 | 27.3 | 52.8 | ×1.94 | 62 | 87 | ×1.40 |
| 12 | LP-012 | 9.4 | 17.7 | ×1.90 | 29 | 41 | ×1.41 |
| 13 | LP-013 | 39.6 | 73.3 | ×1.85 | 101 | 156 | ×1.54 |
| 14 | LP-014 | 199.8 | 365.3 | ×1.83 | 487 | 1136 | ×2.33 |
| 15 | LP-015 | 32.8 | 57.5 | ×1.75 | 56 | 140 | ×2.50 |
| 16 | LP-016 | 18.9 | 32.8 | ×1.73 | 135 | 316 | ×2.34 |
| 17 | LP-017 | 32.1 | 52.9 | ×1.65 | 111 | 167 | ×1.50 |
| 18 | LP-018 | 8.9 | 13.8 | ×1.56 | 28 | 83 | ×2.96 |
| 19 | LP-019 | 9.8 | 15.1 | ×1.54 | 29 | 44 | ×1.52 |
| 20 | LP-020 | 43.2 | 65.3 | ×1.51 | 115 | 364 | ×3.17 |
## Comparison table {#comparison}
| Criterion | LinkPost | Léa | Winner |
|---|---|---|---|
| LinkedIn compliance (suspension risk) | **10/10** Publishes via the official LinkedIn API, compliant with Terms of Service, zero ban risk | **3/10** Outbound automation (auto-commenting and auto-prospecting) prohibited by LinkedIn Terms of Service (Section 8.2 User Agreement), exposes the account to suspension risk | LinkPost |
| Availability | **10/10** Publicly available, €99/month or €790/year | **4/10** Closed beta (20 spots), no public pricing, limited access | LinkPost |
| Product category | **9/10** Inbound content creation + virality prediction | **9/10** Autonomous outbound agent (commenting, prospecting, deal closing) | Tie |
| 25-variant generation + scoring | **10/10** 25 different angles generated, each scored, you publish the best one | **0/10** No content generation (outbound focus) | LinkPost |
| Virality prediction before publication | **9/10** 300+ factors analyzed, 27 personal factors learned on your style | **0/10** Feature does not exist (not a content tool) | LinkPost |
| Competitor Spy Mode | **9/10** Monitors a creator continuously: controversy, TOFU/MOFU/BOFU mix, POD, top fans | **0/10** Feature does not exist | LinkPost |
| AI Strategist (monthly content plan) | **9/10** 1 month of posts built in 2 clicks, based on your stats + 1M+ posts | **0/10** Feature does not exist | LinkPost |
| Outbound automation (cold DMs, prospecting) | **0/10** No outbound automation (inbound content focus) | **10/10** Core product: autonomous agent that comments, prospects, closes | Léa |
| Deal closing automation | **0/10** No sales cycle management | **10/10** Autonomous agent that manages the sales funnel end-to-end | Léa |
| LinkedIn Analytics (Dataset X-Ray) | **10/10** TOFU/MOFU/BOFU funnel mix per post, 100% of comments analyzed, emotion prediction, Spy Mode | **3/10** Outbound analytics (reply rate, conversion) but no content analytics | LinkPost |
| Hooks and writing tactics | **10/10** 33 measured tactics (22 attention + 11 rules), 7 categories, personal stats. Public doc linkpost.gg/cheat-sheet | **0/10** No hooks library (outbound focus) | LinkPost |
## Feature-by-feature breakdown {#features}
### Two different categories: inbound vs outbound {#category-split}
This is the key angle to choose well. Léa and LinkPost solve two distinct problems of the B2B LinkedIn funnel. Léa is an autonomous outbound agent: it acts for you (comments on prospects' posts, sends connection requests, runs prospecting sequences, manages the cycle to the deal). No content creation. LinkPost is an inbound content creation tool: you produce LinkedIn content that performs via virality prediction, 25 scored variants per topic, Spy Mode on your competitors, AI Strategist for your monthly plan. For a complete B2B funnel, both are complementary.
**Tie**: Tie on category. Both have their place in a mature B2B LinkedIn funnel. Question: is your problem outbound (Léa) or inbound (LinkPost)?
### 25-variant generation + scoring + best-pick {#generation-25-variantes}
Léa doesn't create content (not its role). LinkPost takes an idea and generates 25 variants calibrated on different angles (storytelling, controversy, data, expertise, punchy hook, emotional opener). Each variant is then scored on 300+ factors. You see immediately which one has the highest probability of taking off. You publish that one.
**LinkPost wins**: LinkPost wins on content creation. Léa doesn't play in this category.
### Virality prediction before publication {#prediction-viralite}
It's the core of LinkPost V2. Before you click Publish, the algorithm analyzes your post on 300+ factors, including 27 learned on your past posts. Trained on 1M+ LinkedIn posts and aligned with LinkedIn Engineering's public research ("Engineering the next generation of LinkedIn's Feed", Hristo Danchev, March 12, 2026). Léa does not offer this functionality because it doesn't play on the content side.
**LinkPost wins**: Feature absent from Léa (different product category).
### LinkedIn outbound automation {#outbound-automation}
This is where Léa wins outright on the feature, but where we have to be very honest about the risk. Léa is an autonomous AI agent that acts for you on LinkedIn: automatically comments on targeted prospects' posts, sends personalized connection requests, runs cold prospecting sequences, and manages the sales cycle to the deal. Important: these automated actions (auto-commenting, auto-prospecting, bot-driven connection requests) are explicitly prohibited by LinkedIn's Terms of Service (Section 8.2 of the User Agreement, which prohibits the use of bots or automated methods to interact with the service). LinkedIn enforces this policy by suspending detected accounts. The risk is real, not theoretical: it's your LinkedIn account that takes the sanction. LinkPost doesn't do outbound automation: we're 100% inbound via the official LinkedIn API, zero ban risk. For a complete funnel, both together, but assuming the risk on the Léa side.
**Léa wins**: Léa wins on the autonomous outbound feature, but the LinkedIn ban risk is real (automation prohibited by LinkedIn Terms of Service). LinkPost is focused on inbound content via the official API, no risk.
### Competitor Spy Mode {#mode-espion}
Léa has no competitor creator monitoring. LinkPost does active monitoring: you pick a LinkedIn creator in your niche, we monitor them non-stop and surface their real controversy level, TOFU/MOFU/BOFU mix, most profitable topics, viral tactics, audience emotional response per post, best publishing days, whether they're in a POD, and the top 10 most engaged profiles around them.
**LinkPost wins**: No equivalent at Léa (different product category).
### AI Strategist: 1 month of content in 2 clicks {#stratege-ia}
Léa doesn't offer editorial planning (not its role). LinkPost generates 30 posts built on what actually works in your niche, internally coherent, ready to publish. 1 post idea per day, a full month of structured editorial, in 2 clicks, based on 1M+ analyzed posts + your personal history + real-time industry news.
**LinkPost wins**: Strategic content planning vs outbound agent — different categories, LinkPost wins on this criterion.
### Analytics and Dataset X-Ray {#analytics}
Léa offers outbound analytics (reply rate, conversion rate, prospects contacted) — that's their main metric. LinkPost decodes your posts at a level no other content tool reaches: business funnel mix (TOFU/MOFU/BOFU) per post, analysis of 100% of comments (sentiment, controversy, emotional response), identification of your real best post, niche benchmark, emotion prediction before publication, and the same depth via Spy Mode on any LinkedIn creator.
**LinkPost wins**: LinkPost wins on content analytics. Léa has its own outbound analytics (sales conversion) — different metrics for different products.
### Availability and access {#availability}
Léa is in closed beta with 20 limited spots, no public pricing, selective access. If you're not in the selected 20, you can't use it for now. LinkPost is publicly available: you sign up, pay €99/month or €790/year, use it immediately. For a B2B project that needs to act now, LinkPost's public availability is a net advantage.
**LinkPost wins**: LinkPost wins on availability. Léa = closed beta, limited to 20 spots.
## Use case fit {#use-cases}
### Sales rep or SDR doing outbound social selling {#sales-outbound}
If your B2B funnel relies on automated LinkedIn prospecting (commenting on prospects' posts, running connection sequences, managing the sales cycle), Léa is calibrated for that: an autonomous agent that acts for you. You'll need to apply for the closed beta (20 spots). LinkPost doesn't do outbound automation.
**Recommendation: Léa**
### B2B SaaS founder generating leads from content {#fondateur-saas}
A single viral post can bring you 5 to 15 demo requests. LinkPost generates 25 variants, tells you which one will land, and you publish that one. Over 90 days, the ROI of a single successful post pays for 6 months of subscription at €99/month. If you also want outbound, Léa in closed beta can complement (both tools are complementary).
**Recommendation: LinkPost**
### Coach or consultant scaling personal brand {#coach-consultant}
You want to understand WHY your posts work to scale your output. Spy Mode on top creators in your niche, Dataset X-Ray on your own posts, 33 measured tactics with your personal stats, AI Strategist for monthly planning. Léa doesn't play on this field (outbound focus, not content).
**Recommendation: LinkPost**
### B2B with complete inbound + outbound funnel {#funnel-complet}
For a complete B2B funnel (inbound content + outbound prospecting), both tools are COMPLEMENTARY, not competing. Combine: LinkPost to generate your content that attracts (inbound), Léa to automate outbound prospecting (if you get into closed beta). If you have to choose one tool to start: LinkPost is publicly available, Léa requires applying.
**Recommendation: LinkPost**
## They switched from Léa to LinkPost {#switchers}
## Final verdict {#verdict}
**For Léa**
Pick Léa if your B2B funnel relies primarily on automated LinkedIn outbound (commenting, prospecting, deal closing) and you accept 2 constraints: the closed beta format (20 spots) and the LinkedIn account suspension risk (outbound automation is prohibited by LinkedIn's Terms of Service). It's an autonomous AI agent that acts for you on LinkedIn, not a content tool. For content creation, Léa doesn't play in this category.
**For LinkPost**
Pick LinkPost if you publish to generate business through inbound content, and every post matters. The difference with Léa is that we don't automate your outbound actions, we generate 25 calibrated variants scored on 300+ factors and tell you which one to publish. Science replaces intuition on content creation. On the 20 most active users: x1.93 likes over 60 days, x3 on their best post. Publicly available at €99/month (vs closed beta at Léa).
## FAQ {#faq}
### Are LinkPost and Léa competing? {#faq-are-linkpost-and-lea-competing}
No, rather complementary. LinkPost is a LinkedIn content creation tool (inbound): virality prediction, 25 scored variants, Spy Mode, AI Strategist. Léa is an autonomous outbound agent: comments on prospects' posts, runs connection sequences, manages the sales cycle. For a complete B2B funnel, both together (factoring in the LinkedIn ban risk on the Léa side, see the question on Terms of Service).
### Can Léa get my LinkedIn account suspended? {#faq-can-lea-get-my-linkedin-account-suspended}
Real risk. LinkedIn's Terms of Service (Section 8.2 of the User Agreement) explicitly prohibit the use of bots or automated methods to interact with the services. The outbound automation offered by Léa (auto-commenting, auto-sending connection requests or DMs, scripted prospecting at scale) falls under this prohibition. LinkedIn enforces this policy by suspending detected accounts. The risk is real, not theoretical: it's your LinkedIn account (with years of history, your network, your business opportunities) that takes the sanction if LinkedIn detects the automation. LinkPost on the other hand publishes via the official LinkedIn API (no scraping, no bot), compliant with the Terms of Service, no ban risk.
### Isn't LinkPost's 300+ factor scoring just marketing? {#faq-isn-t-linkpost-s-300-factor-scoring-just-marketing}
No. The V2 algorithm analyzes 300+ factors total, including 27 personalized on your history. It's trained on 1M+ LinkedIn posts. Before/after measured results on the 20 most active users over 60 days: x1.93 likes on average, average best post goes from 78 to 237 likes (×3), 1 user out of 4 multiplies their record by 10+. Not marketing, measured numbers.
### What's the real difference between LinkPost and Léa? {#faq-what-s-the-real-difference-between-linkpost-and-lea}
Different categories. LinkPost = LinkedIn content creation that performs (virality prediction, 25 scored variants, Competitor Spy Mode, AI Strategist for your monthly plan, Dataset X-Ray analytics). Léa = autonomous AI agent that acts for you on LinkedIn (commenting, prospecting, closing deals). LinkPost = INBOUND through content. Léa = OUTBOUND through automation.
### Léa has a free trial, LinkPost doesn't? {#faq-lea-has-a-free-trial-linkpost-doesn-t}
Léa is in closed beta with 20 limited spots, selective access on application (not a classic free trial). LinkPost doesn't have a full-product trial, but the Post Analyzer is free without signup at linkpost.gg/post-analyzer: paste a post, we score it on 300+ factors. To use LinkPost in full, sign up then pick a plan: €99/month or €790/year. LinkPost is publicly available, Léa requires applying.
### Does LinkPost do LinkedIn outbound like Léa? {#faq-does-linkpost-do-linkedin-outbound-like-lea}
No, LinkPost is 100% inbound: you publish quality content, your prospects come to you. No automated cold DMs, no auto-commenting, no connection sequences. If your funnel needs LinkedIn outbound, Léa (closed beta) or tools like Taplio Pro or Lemlist are options.
### Can I use both at the same time? {#faq-can-i-use-both-at-the-same-time}
Yes, they're complementary. LinkPost handles your LinkedIn content production (which attracts qualified prospects via viral posts). Léa handles your LinkedIn outbound (which actively contacts cold prospects). For a mature B2B funnel, the inbound (LinkPost) + outbound (Léa) combo covers both dimensions.
### Are Léa and LinkPost French? {#faq-are-lea-and-linkpost-french}
Léa is built by a French team (meet-lea.com domain). LinkPost is co-founded by Yannis Haismann in France (alongside LinkHub, LinkEarn and LinkMagnet in the same galaxy). Both are GDPR-compliant. LinkPost publishes via the official LinkedIn API, no scraping, no ban risk.
### Should I leave Léa to switch to LinkPost (or vice versa)? {#faq-should-i-leave-lea-to-switch-to-linkpost-or-vice-versa}
No, they don't replace each other. If you're at Léa and want to also generate content that performs, add LinkPost to your stack (both tools solve different problems). If you're at LinkPost and want to also automate your outbound, apply for the Léa closed beta.
### How does LinkPost factor in the new LinkedIn algorithm? {#faq-how-does-linkpost-factor-in-the-new-linkedin-algorithm}
LinkPost's virality prediction algorithm was designed building on LinkedIn Engineering's public research, notably the article "Engineering the next generation of LinkedIn's Feed" published by Hristo Danchev on March 12, 2026 (https://www.linkedin.com/blog/engineering/feed/engineering-the-next-generation-of-linkedins-feed). That paper details the transition to a unified feed via LLM embeddings, percentile bucketing of engagement signals (popularity-signal correlation ×30 per LinkedIn), temporal interaction sequences (Generative Recommender, transformer with causal attention), and the passive/active signal distinction. Our algorithm models exactly these signals: estimated dwell, passive/active mix, semantic structure, persona-specific temporal profile. That's what sets it apart from a plain LLM-as-a-judge based on grammar.
## Get started {#cta}
- Try LinkPost now: https://linkpost.gg/en/auth/signup?utm_source=compare&utm_medium=organic&utm_campaign=linkpost-vs-lea
- See plans: https://linkpost.gg/en/pricing?utm_source=compare&utm_medium=organic&utm_campaign=linkpost-vs-lea
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*Canonical source: https://linkpost.gg/en/compare/linkpost-vs-lea*
*Published: 2026-05-26*
*Last updated: 2026-05-26*
*Author: Yannis Haismann (https://www.linkedin.com/in/yannis-haismann/)*