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All 20 AI systems

Open-source playbook · 06 of 20 · For marketing

Competitor Watch

You hear about a competitor’s new price or launch when a deal is already lost.

The systemWatches competitors’ sites, pricing, ads and posts, and sends a weekly “what changed and what it means” digest.

// The problem

The change was public for three weeks. You heard about it from a lost deal.

Nobody’s job is to check four competitors’ pricing pages, changelogs, ads and job posts every week. So changes go unseen until a buyer mentions one, usually late in the deal.

Closed-lost$38,000

Kestrel Logistics

Lost to Brightledger

“They offered free setup and data migration.”Rep’s note in the CRM

19 days late

3 SepFree migration added to their pricing page

22 SepWe heard, from the buyer

Closed-lost$22,000

Oakline Dental Group

Lost to Numbersmith

“Went with the one that already connects to Xero.”Rep’s note in the CRM

21 days late

9 SepXero integration in their changelog

30 SepWe heard, after the loss

Closed-lost$51,000

Pinecrest Foods

Lost to Rowan Analytics

“Rowan offered to lock the price for two years.”Rep’s note in the CRM

21 days late

15 SepPrice lock announced in a webinar

6 OctWe heard, on the last call

Every one of these changes was on a public page before the deal was lost. Sample closed-lost notes, fictional company.

// How it works

A radar that sweeps every day, read by a person every Monday.

It checks each competitor’s public pages, keeps a copy and compares. Every change lands on the radar: the slice says what kind of change it is, the ring says how much it matters to you.

SlicesWhat it watches, on public pages only

  • PricingPricing and plan pages
  • ProductChangelogs, release notes and help docs
  • AdsThe public Meta and LinkedIn ad libraries
  • HiringCareers pages and job posts
  • ContentBlogs, newsletters, webinars and company posts

RingsHow close it gets to you

  • Act on itTouches your price, your positioning or what sales says this week.
  • Worth knowingA direction to watch. In the digest, one line each.
  • LoggedKept in the history so nothing is lost. Not in the headline.

BlipsOne per change, colored by competitor

  • Brightledger
  • Numbersmith
  • Rowan Analytics
  • Stackwise
  1. Every morning

    1. Check

    Visits each watched public page and ad library, and saves a copy.

  2. Seconds later

    2. Compare

    Finds what’s different from the last copy and ignores noise like dates and banners.

  3. Seconds later

    3. Judge

    Reads each change against your price list and positioning in the Company Brain, then places it on the radar.

  4. Monday, 8 am

    4. You decide

    The digest goes to the product marketing lead, who decides what happens next.

// This week’s change log

Four competitors, five signals. Eleven changes, three that matter.

A sample week for Fieldnote, a fictional reporting tool, and four fictional competitors. The numbers match the blips on the radar.

Act on itWorth knowingLogged

Brightledger

Closest rival, same buyers

1PricingAct on it

Pro plan cut from $59 to $49 a seat

ProductNo change

3AdsAct on it

Six new ads: “Switch from Fieldnote in a day”

9HiringLogged

One product designer role

ContentNo change

No change: Product, Content

Numbersmith

Bigger, moving into forecasting
PricingNo change

2ProductAct on it

AI forecasting launched, in beta on all plans

AdsNo change

5HiringWorth knowing

Four enterprise sales roles, East Coast

11ContentLogged

Weekly newsletter, no new themes

No change: Pricing, Ads

Rowan Analytics

Cheaper, sells to small teams
PricingNo change

7ProductWorth knowing

QuickBooks integration added

10AdsLogged

Two ads refreshed, same message

HiringNo change

6ContentWorth knowing

New webinar series on month-end close

No change: Pricing, Hiring

Stackwise

New and growing fast

4PricingWorth knowing

Free plan removed, 14-day trial instead

ProductNo change
AdsNo change
HiringNo change

8ContentLogged

Two blog posts on report templates

No change: Product, Ads, Hiring

Each change is saved with a copy of the page and the date it was seen. “No change” means it was checked every day and nothing moved.

// What lands on Monday

What changed, and what it means for you.

The digest goes to one owner, not to a busy channel. For each change that matters, it says what happened, why it matters to you and what you could do. Then it stops.

The owner decides, item by item

  • Update the battlecard or the website
  • Brief the sales team
  • Watch it for another week
  • It never logs in to a competitor’s product or signs up under a made-up name
  • It never contacts competitors, their staff or their customers
  • It never changes your prices, pages or battlecards by itself

Competitor Watchto Maya Lindqvist, Product marketingMon 26 Oct, 8:00 am

What changed, week of 19 October

3 to act on4 worth knowing4 logged

1BrightledgerPricing

What changed
Pro plan down from $59 to $49 a seat a month. Annual discount unchanged.
What it means
Pro is the plan they pitch against our Team plan, so they’re now $10 a seat cheaper in most deals. Expect price to come up on sales calls this week.
You could
Give sales a two-line answer on price this week. Don’t change our price on one week of data.

Pricing page, seen Tue 20 Oct · saved copy

2NumbersmithProduct

What changed
Launched “AI forecasting”, in beta on every plan.
What it means
Our battlecard lists forecasting as their weak spot, and our forecasting page says we’re the only tool that does it. Both are now out of date.
You could
Fix that line on the site and the battlecard. Ask product whether sales needs a briefing.

Changelog and launch post, seen Wed 21 Oct · saved copy

3BrightledgerAds

What changed
Six new ads in the Meta Ad Library, all on “Switch from Fieldnote in a day”.
What it means
They’re going after our customers by name, with a switching message. Customers renewing soon are the ones most likely to see it.
You could
Check that renewal emails for the next 60 days mention onboarding help. Consider a reply ad.

Meta Ad Library, seen Thu 22 Oct · saved copy

Worth knowing

  • 4Stackwise Free plan removed, 14-day trial instead
  • 5Numbersmith Four enterprise sales roles, East Coast
  • 6Rowan Analytics New webinar series on month-end close
  • 7Rowan Analytics QuickBooks integration added

Sent only to you. Nothing goes further until you forward it.Sample digest, fictional companies.

// For your tech lead

Can we build it? Here’s what it takes.

The simple version is a page-change tool, an automation and one AI step. Plan on 2–3 days to set it up, then about 30 minutes a week for the person who reads the digest.

Tools you’ll use

JobUseOr
Watching public pagesVisualpingDistill.io, a daily page check in n8n
Ads your competitors runMeta Ad Library and LinkedIn Ad LibraryGoogle Ads Transparency Center
Running the stepsn8nMake, Zapier
Judging changes and writing the digestClaudeChatGPT, Gemini
Your price list, positioning and battlecardsCompany Braina shared doc

Access it needs

  • Nothing from your competitors: it reads public pages, like any visitor
  • Read access to your price list, positioning and battlecards
  • A sheet for the change log, and one Slack channel or mailbox for the digest

Three ways to build it

  1. Start simpleHalf a day

    Point Visualping at each competitor’s pricing, product and careers pages. Once a week, paste the alerts into a saved Claude prompt.

  2. Production2–3 days

    n8n checks every page and ad library each morning, saves and compares copies, has Claude judge each change, and sends the Monday digest.

  3. Custom1–2 weeks

    Adds review sites, a searchable history per competitor, and battlecard update drafts for the owner to approve.

Guardrails

  • Public sources only: no logging in to competitor products, no fake sign-ups, nothing behind a paywall
  • Follows each site’s terms and robots rules, and checks once a day
  • Every item links to a saved copy of the page and the date it changed
  • The owner decides what happens. Nothing in your pricing, pages or battlecards changes without them

What to measure

  • Changes you saw before a buyer told you
  • Days from a competitor’s change to the owner’s inbox
  • Share of “act on it” items that led to an action
  • Items marked as noise, which should fall each month

Who builds and runs it

A product marketing or marketing ops person sets it up in 2–3 days; no engineer needed. Then the product marketing lead owns it: about 30 minutes each Monday to read, decide and pass the right items to sales.

// Want help building it?

We’ll build your Competitor Watch with your team.

In 30 minutes with our founder, we’ll look at your tools and your week, and work out what your first AI systems should be and how long they’ll take.

Book a Strategy Call
Pallav KaushishFree 30-minute call with our founder · No commitmentPallav Kaushish Co-Founder, AIxGrowth