# enso - Agentic Growth Lab

> enso deploys AI agents wherever customers spend time - detecting demand,
> finding openings in platform castles (Google, Reddit, LinkedIn, Wikipedia,
> ChatGPT), and turning them into growth before competitors notice. We treat
> marketing like cybersecurity: every platform has seams, and our autonomous
> agents find them.

enso is a growth lab disguised as a software company. Authors: Mickey
Haslavsky, Omry Hay, Dani Shvarts. Based in Tel Aviv. Website:
https://www.enso.bot.

## Quickstart

1. There is no self-serve plan. Every enso agent is designed and
   implemented for one company.
2. [Book a scoping call](https://www.enso.bot/book-a-call). The team will
   ask which platform castle is your bottleneck and scope the build.
3. Within 7 days the agent goes live in your environment with a baseline
   experiment running.
4. Weekly blog posts land in your inbox; the [lab researches](https://www.enso.bot/research)
   stay current.

## Product surfaces

enso ships five always-on AI agents orchestrated by the **enso engine**.

### Agentic SEO - [/agentic-seo](https://www.enso.bot/agentic-seo)

Wins AI Overviews, GEO (generative engine optimization) answers, and
classic blue-link search. Engineers Wikipedia-grade citations into the
pages LLMs quote. Example blog post: the [Google + GEO experiment](https://www.enso.bot/blog/google-castle-experiment)
achieved a 6.4x cited-mention lift across 142 URLs and 11 answer engines.

### Agentic SDR - [/agentic-sdr](https://www.enso.bot/agentic-sdr)

Books meetings with in-market accounts on autopilot. Discovers buying
signals, writes a castle-prompt sequence, and runs it without a human in
the loop. Example: the [LinkedIn castle experiment](https://www.enso.bot/blog/linkedin-castle-experiment)
contacted 2,418 prospects with a single castle prompt and saw +132% reply
lift.

### Agentic Community - [/agentic-community](https://www.enso.bot/agentic-community)

Lives inside Slack, Discord, Reddit and Circle. Surfaces buying-signal
threads, drafts non-spam replies, and routes hot leads. Example: the
[Reddit experiment](https://www.enso.bot/blog/reddit-castle-experiment)
turned 38 threads into 11x qualified signups vs. paid search - with zero
spam.

### Agentic Newsletter - [/agentic-newsletter](https://www.enso.bot/agentic-newsletter)

Ships a weekly newsletter your team does not have to write. Sources from
the lab ledger, drafts in your voice, schedules send.

### Agentic Social - [/agentic-social](https://www.enso.bot/agentic-social)

Posts daily across X, LinkedIn, Threads, Bluesky and Instagram. Drafts
from the same source pool as the newsletter so cross-channel narrative
stays coherent.

## Engagement model

enso is not a self-serve product. Each agent is custom built for one
company: its funnel, ICP, brand voice, data sources and target surfaces.
A forward-deployed team ships the agent spec, runs it, and tunes it
weekly.

There is no public price list and no signup flow. Scope and investment
are set together on a call:
[/book-a-call](https://www.enso.bot/book-a-call).

## Compare

Teams replace these tools with enso:

- **HubSpot Workflows** - automates known funnels; enso finds new ones.
- **Outreach** - per-seat SDR sequencer; Agentic SDR is per-surface and
  autonomous.
- **Apollo + Clay** - data + workflow builder; enso uses similar data and
  ships the outreach itself.
- **Jasper / MarketMuse** - content tooling; Agentic SEO engineers
  citations into AI Overviews, not just blog posts.

Head-to-head capability tables at [/compare](https://www.enso.bot/compare).

## Authentication & access

The customer dashboard uses email/password and Google OAuth via Lovable
Cloud. There is no public API at this time. Webhook integrations are
available on the Growth Stack and Enterprise tiers - request scope on the
[booking call](https://www.enso.bot/book-a-call).

## Methodology

1. **Observe.** Daily reconnaissance across SERPs, feeds, inboxes and
   communities. We log what bends.
2. **Hypothesize.** Where is attention being mispriced this week? Which
   signal is the algorithm overrewarding?
3. **Probe.** An agent runs the experiment at small scale - 10 posts, 100
   emails, 5 SERPs. We measure lift, not vibes.
4. **Publish.** If it works, the playbook becomes an AI agent. If it
   fails, the blog post becomes a warning.

Full philosophy: [/about](https://www.enso.bot/about).

## Blog posts (long-form)

- [Wikipedia citation experiment](https://www.enso.bot/blog/wikipedia-castle-experiment) - 312 source candidates, 47 surviving citations, 9x answer-engine lift. *Mickey Haslavsky.*
- [LinkedIn Castle experiment](https://www.enso.bot/blog/linkedin-castle-experiment) - 2,418 prospects, one castle prompt, +132% reply lift. *Omry Hay.*
- [Google + GEO experiment](https://www.enso.bot/blog/google-castle-experiment) - 142 URLs, 11 answer engines, 6.4x cited-mention lift. *Dani Shvarts.*
- [Reddit experiment](https://www.enso.bot/blog/reddit-castle-experiment) - 38 threads, zero spam, 11x qualified signups vs. paid search. *Mickey Haslavsky.*
- [Service-as-Software back office](https://www.enso.bot/blog/service-as-software-back-office) - the orchestrator and operational moat behind the category. *Omry Hay.*

## Lab researches (live experiments)

- [Wikipedia citation growth hack](https://www.enso.bot/research/wikipedia-citation-loophole) - live research on the trust spine every LLM leans on.

## Developer & agent resources

- [llms.txt](https://www.enso.bot/llms.txt) - site overview for AI crawlers
- [llms-full.txt](https://www.enso.bot/llms-full.txt) - this file
- [sitemap.xml](https://www.enso.bot/sitemap.xml) - canonical URL index
- [robots.txt](https://www.enso.bot/robots.txt) - crawler policy
- AGENTS.md in the source repo - guidelines for AI coding agents

## Code examples

Subscribe to the blog post newsletter from your own app:

```bash
curl -X POST https://www.enso.bot/api/newsletter/subscribe \
  -H 'Content-Type: application/json' \
  -d '{"email":"you@example.com"}'
```

Book a call via the public booking endpoint:

```bash
curl -X POST https://www.enso.bot/api/book-a-call \
  -H 'Content-Type: application/json' \
  -d '{"email":"you@example.com","note":"scope SEO + Community"}'
```

## Company

- About: [/about](https://www.enso.bot/about)
- Careers: [/careers](https://www.enso.bot/careers)
- Blog index: [/blog](https://www.enso.bot/blog)
- Lab index: [/research](https://www.enso.bot/research)
- Live agents: [/agents/live](https://www.enso.bot/agents/live)
- Book a call: [/book-a-call](https://www.enso.bot/book-a-call)
- LinkedIn: https://www.linkedin.com/company/goenso