# So What Labs

> Autonomous performance marketing is marketing where the system does the work rather than reporting on it. A conventional platform surfaces a finding and waits for someone to act on it. An autonomous one runs the check, decides what to do, executes inside guardrails a person set, and records why afterwards. The judgement stays human. The labour does not.

So What Labs Ltd builds the Autonomous Performance Marketing Platform: an
autonomous app for every marketing channel, connected by one intelligence
layer. Incorporated 23 April 2024 in England and Wales, company
number 15670459, registered office 9 Corbets Tey Road, Upminster, Essex RM14 2AP,
United Kingdom. Press enquiries: press@sowhatlabs.com.

Autonomy is tiered rather than absolute. Everything starts in Simulation Mode,
where the system logs what it would have done without executing it. In use,
routine actions run automatically, significant ones need one-tap approval, and
strategic decisions stay human-only. Every action is logged, explained and
reversible.

## Start here

- [How it works](https://www.sowhatlabs.com/how-it-works): where findings come from, what sits behind a decision before it runs, and how you hear about it.
- [Pricing](https://www.sowhatlabs.com/pricing): priced on the size of the account, not on what the system is allowed to do. Every tier runs the full system.
- [About](https://www.sowhatlabs.com/about-us): the company, its timeline and its principles.

## Suites

- [Ecommerce Growth Suite](https://www.sowhatlabs.com/suites/ecommerce-growth): Every ecommerce and advertising app, plus 20M AI tokens. 9 apps, from £499/month.
- [B2B Growth Suite](https://www.sowhatlabs.com/suites/b2b-growth): LinkedIn Intelligence, Lead Machine and the full pipeline stack. 7 apps, from £999/month.

## Products

- [Autonomous Google Ads Optimiser](https://www.sowhatlabs.com/products/google-ads-optimiser): Maximise your Google Ads ROI with intelligent automation
- [Autonomous Meta Ads Optimiser](https://www.sowhatlabs.com/products/meta-ads-optimiser): Maximise your Meta Ads performance – and stop wasting spend
- [Autonomous Amazon Ads Optimiser](https://www.sowhatlabs.com/products/amazon-ads-optimiser): Campaign-level ACOS optimisation, keyword harvesting, and bid automation
- [Autonomous TikTok Ads Optimiser](https://www.sowhatlabs.com/products/tiktok-ads-optimiser): Creative performance tracking, audience expansion, and spend control
- [Autonomous Google Analytics Engine](https://www.sowhatlabs.com/products/google-analytics-engine): Traffic patterns, conversion funnels, and cross-channel attribution
- [Autonomous SEO](https://www.sowhatlabs.com/products/seo-strategy-engine): Keyword tracking, AI visibility monitoring, and technical audits
- [Autonomous Shopify Optimiser](https://www.sowhatlabs.com/products/shopify-strategy-engine): Turn your Shopify data into revenue-driving insights
- [Autonomous Klaviyo Optimiser](https://www.sowhatlabs.com/products/klaviyo-email-marketing): Email performance, flow optimisation, list health, and revenue attribution
- [Autonomous Content Engine](https://www.sowhatlabs.com/products/ai-content-engine): AI-powered content, built from your business
- [So What Labs MCP](https://www.sowhatlabs.com/products/so-what-labs-mcp): AI-powered marketing dashboards and cross-channel analytics
- [So What Labs CDP](https://www.sowhatlabs.com/products/so-what-labs-cdp): First-party tracking, server-side routing, and independent attribution
- [So What Labs CRM](https://www.sowhatlabs.com/products/so-what-labs-crm): Customer lifecycle, lead scoring, and retention intelligence

## Answers

One question per page, answered in the first paragraph.

- [Will AI replace media buyers?](https://www.sowhatlabs.com/answers/will-ai-replace-media-buyers): AI is replacing the execution part of media buying rather than the job. Bid changes, budget shifts, negative keywords and pacing are already automated or heading that way. What remains is deciding what to buy, what a customer is worth, and when the plan is wrong, which is judgement rather than labour. The role narrows and moves up.
- [Why don't Google Ads and GA4 report the same conversions?](https://www.sowhatlabs.com/answers/why-google-ads-and-ga4-dont-match): Google Ads and GA4 count different things, so the two will never match exactly. Google Ads credits a conversion to the ad click that produced it and books it on the date of that click, including conversions it modelled rather than observed. GA4 credits the session it can see and books it on the day the order happened.
- [Is an autonomous platform cheaper than an agency?](https://www.sowhatlabs.com/answers/is-an-autonomous-platform-cheaper-than-an-agency): Software is almost always cheaper than an agency on fees alone, and that comparison misses what an agency sells. An agency supplies judgement, accountability and hands. A platform supplies attention and execution. The honest comparison is a platform plus the person who directs it against a retainer, and below a certain account size the agency still wins.
- [How much does automated ad management cost?](https://www.sowhatlabs.com/answers/how-much-does-automated-ad-management-cost): Automated ad management is usually priced one of three ways: a percentage of the ad spend it manages, a per-seat software fee, or a flat subscription banded by the size of the account. Percentage of spend is the one to examine hardest, because it costs more as budgets grow and pays the vendor more for spending more.
- [Can Performance Max be optimised, or is it a black box?](https://www.sowhatlabs.com/answers/can-performance-max-be-optimised): Performance Max can be steered, not tuned. Google withholds the placement, query and audience controls that made older campaign types adjustable, so what remains are inputs rather than settings: conversion values, asset quality, audience signals, budget structure and exclusions. Advertisers who report a black box are usually reaching for levers Performance Max does not have.
- [What is agentic marketing?](https://www.sowhatlabs.com/answers/what-is-agentic-marketing): Agentic marketing is marketing carried out by software agents that decide and act, rather than tools that report and wait. An agentic system reads the account, chooses what to change, makes the change inside limits a person set, and records the reasoning. The distinction from automation is judgement: a rule fires on a condition, an agent decides whether the condition matters.
- [What happens if an AI makes a bad decision in your ad account?](https://www.sowhatlabs.com/answers/what-happens-if-ai-makes-a-bad-decision): A well built autonomous system limits the damage before it happens rather than apologising afterwards. Actions run inside spend and scope limits a person set, significant changes wait for approval, and every change is logged with its reasoning so it can be reversed. The failure mode to avoid is a system that acts without a record of why.
- [Can AI manage Google Ads campaigns without a human?](https://www.sowhatlabs.com/answers/can-ai-manage-google-ads-campaigns): AI can run most day to day Google Ads work without a person: bid adjustments, budget shifts between campaigns, negative keyword additions, and pausing spend that is not converting. It cannot set the budget ceiling, decide what a conversion is worth, or judge whether a campaign fits the brand. Those stay human because they are business decisions, not optimisations.

## Writing

- [Google's /goto redirects, and what they actually change](https://www.sowhatlabs.com/blog/google-goto-redirects-what-they-actually-change) (2026-09-01): Google is routing some Search clicks through its own redirect first. It is not a ranking update, it is a measurement one, and that distinction decides what you should do about it.
- [Your SEO is working. Your Google Ads don't know that.](https://www.sowhatlabs.com/blog/your-seo-is-working-your-google-ads-dont-know-that) (2026-08-25): Ranking first organically and paying for the same click is the most common form of waste in a mature search account, and the fix is not the one most audits recommend.
- [So What Labs is now in India](https://www.sowhatlabs.com/blog/so-what-labs-is-now-in-india) (2026-07-10): So What Labs Private Limited has been established in India, a wholly owned subsidiary of So What Labs Ltd, UK.
- [The engineer who stood on the dam](https://www.sowhatlabs.com/blog/the-engineer-who-stood-on-the-dam) (2026-06-05): A monsoon, a dam under pressure, and an engineer who answered the question by walking out onto it. AI can analyse, simulate and recommend, but it cannot stand on the dam.
- [The age of the orchestrator](https://www.sowhatlabs.com/blog/the-age-of-the-orchestrator) (2026-06-02): Marketing rewarded specialists for years. Then AI made execution a commodity and strategy scarce, and the advantage moved to the people who can see how everything connects.

## Reference

- [White papers](https://www.sowhatlabs.com/research): the index of every paper below.
- [The Autonomy Gap](https://www.sowhatlabs.com/research/the-autonomy-gap): white paper on why marketing automated execution without automating judgement. Ungated, meant to be cited.
- [The Form Fill Trap](https://www.sowhatlabs.com/research/the-form-fill-trap): white paper on why B2B advertising optimises for enquiries instead of revenue, and how to close the measurement loop between ad platforms and the CRM. Ungated, meant to be cited.
- [RSS feed](https://www.sowhatlabs.com/rss.xml)
- [SowhatlabsBot](https://www.sowhatlabs.com/bot): the So What Labs crawler, its user-agent and how to control it.
- Contact: support@sowhatlabs.com