Strategy & Planning

How to run competitive research as Real Estate Founders

Strategy & PlanningFor Real Estate Founders3 apps12 steps~24 min to set up

You're tracking competing deals and submarkets out of a browser full of tabs and a Notion doc you update maybe once a month. When you're underwriting a multifamily acquisition in Phoenix, you need to know what comparable operators are charging, what cap rates are being quoted publicly, what land is selling for, and whether that new PropTech competitor just raised money and is starting to move into your market. Right now that means Googling, reading press releases, checking CoStar when your subscription lets you, and asking your network. There's no system — just whoever remembered to look. You're spending two to four hours per deal just assembling context that should already exist.

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Strategy & PlanningFor Real Estate Founders3 apps12 steps~24 min to set up

Outcome

What you'll set up

A recurring competitive research brief — delivered to your inbox — covering competitor pricing, market activity, and brand mentions across the web, tied to your active deal pipeline

An automated tracker that monitors your brand and key competitors on X daily, so you know when a competing operator, fund, or PropTech player makes noise in your market

A searchable knowledge base where every competitive finding lands in one place instead of a Notion doc nobody maintains

The Starch recipe

Apps, data, and prompts

The combination of Starch apps, the data sources they pull from, and the prompts you use to drive them.

Apps used

X Mentions Tracker Growth Analyst Knowledge Management

Data sources & config

X Mentions Tracker runs daily via browser automation — no X API needed. Growth Analyst connects to Gmail (Starch syncs your Gmail on a schedule) to pull tagged competitor emails into the briefing. Knowledge Management connects to Notion (Starch syncs your Notion data on a schedule) so research findings land in your existing workspace and stay searchable. Competitor websites, CoStar public pages, and press release sites are scraped through browser automation — no API needed for any of them.

Prompts to copy

Track daily mentions of '@RidgecapRE', 'Ridgecap Real Estate', and our three main Phoenix multifamily competitors — 'Sunstate Equity', 'Desert Basin Capital', 'Palo Verde Ventures' — on X. Log each mention with the text, author handle, follower count, and whether it's positive, negative, or neutral. Save results to my Competitive Intel database.

Every Monday morning, pull the prior week's competitor mention logs from my Competitive Intel database, plus any new CoStar deal announcements I've tagged in my inbox. Write a 400-word briefing: what's changed in our submarkets, which competitors are most active, and the two or three things I should pay attention to this week.

Whenever a new competitive briefing is added to my Competitive Intel database, auto-categorize it by submarket (Phoenix Metro, Scottsdale, Tempe, Mesa) and by topic (pricing, new supply, competitor fundraise, regulatory). Flag anything older than 60 days as stale.

Run these in Starch → or paste them into your favorite agent

Walkthrough

Step-by-step

1 Connect your Gmail account — Starch syncs your Gmail on a schedule and will pull any emails you've tagged 'Competitor' or 'Market Intel' into the research pipeline automatically.

2 Connect your Notion account — Starch syncs your Notion data on a schedule, so the Competitive Intel database you build in Starch can mirror into the Notion workspace your team already uses.

3 Install the X Mentions Tracker app from the Starch App Store and configure it with your own handle, your fund name, and the handles or plain-text names of your top five competitors and submarkets you're watching.

4 Tell Starch which competitor websites and public listing pages to check weekly: type 'Every Monday, visit these five URLs and pull the current asking rents, unit mix, and any new announcements posted since last week' — Starch automates this through your browser, no API required.

5 Set up the Growth Analyst app to draft a weekly competitive brief. Give it a prompt describing the format you want: submarket summary, competitor moves, one recommended action. It emails you the brief every Monday at 7 AM.

6 Wire the Knowledge Management app so every incoming brief is auto-categorized by submarket and topic. Starch detects when an entry is older than 60 days and flags it for review — so your intel database stays current without a weekly audit.

7 Build a custom automation: 'When a competitor mention on X has more than 500 impressions, Slack me immediately with the text and a link.' Tell Starch to build this — it takes a single natural-language prompt and wires X Mentions Tracker to your Slack in one step.

8 Add your active deal addresses to the research context. Prompt Starch: 'For each of my active acquisitions in my CRM, pull any public records, permit filings, or news mentions about that address or the competing properties within a half-mile radius.' Starch handles the browser research.

9 For fundraise intelligence, prompt: 'Check Crunchbase and PitchBook public pages weekly for any funding announcements from PropTech companies operating in Arizona multifamily. Log the company name, amount, and lead investor.' Browser automation, no subscription required.

10 Review the Monday brief, add your own notes directly in Starch, and Starch appends your annotations to the knowledge base entry — so institutional knowledge accumulates instead of living only in your head.

11 Before each IC meeting or LP call, prompt: 'Pull everything in my Competitive Intel database tagged Phoenix Metro from the last 90 days and write a two-paragraph market summary I can paste into my IC memo.' One prompt, done in under a minute.

12 Share read-only access to the Competitive Intel database with your analyst or LP relations contact — they can search and reference findings without pinging you every time they need context.

See this running on Starch

Connect your tools, describe what you want, and the agent builds it. Closed beta is free.

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Worked example

Mesa BTR Acquisition Underwriting — March 2026

Sample numbers from a real run

Competing operator asking rents (3BR units, Mesa)	2,450
Subject property pro forma rent (stabilized)	2,275
Rent delta identified via competitor scrape	175
Competing land parcels under contract within 1 mile (count)	3
X mentions of lead competitor in 30 days	14

You're underwriting a 72-unit build-to-rent community in Mesa and your IC meeting is in eight days. Your Monday Growth Analyst brief flagged that Desert Basin Capital posted a job listing for an acquisitions analyst in the East Valley — a signal they're actively buying in your submarket. The X Mentions Tracker caught 14 mentions of Desert Basin in the prior 30 days, three of which referenced a new project they're permitted for two miles from your site. Meanwhile, the browser automation you set up pulled current asking rents from five comparable communities: three-bedrooms are clearing $2,450 per month at stabilized lease-up — $175 above your pro forma assumption of $2,275. You update your underwriting model on the spot. The knowledge base flagged a competitive research entry from January as stale, so you run a fresh scrape: three additional land parcels within a mile are now under contract, one of which is large enough for a competing build. You drop all of this into a two-paragraph IC memo summary with a single Starch prompt. You walk into the IC meeting with current market data instead of three-month-old CoStar exports.

Measurement

How you'll know it's working

Comparable asking rents by unit type and submarket, updated weekly

Number of competing projects permitted or under construction within target radius

Competitor brand mention volume and sentiment on social platforms month-over-month

Time from deal identification to completed competitive brief (target: under 2 hours)

Staleness rate of competitive intel database (% of entries flagged >60 days old)

Comparison

What this replaces

The other ways teams handle this today, and how the Starch version compares.

CoStar + manual research tabs

CoStar gives you structured comp data but costs $800–$2,000/month, covers only listed properties, and doesn't touch social signals, competitor websites, or press releases — you're still doing the assembly by hand.

Notion + Zapier + Google Alerts

You can wire Google Alerts to Notion via Zapier for free, but you get no AI summarization, no submarket categorization, no browser scraping of sites that don't have RSS feeds, and the maintenance load falls entirely on you.

Dedicated PropTech intel tools (Reonomy, CompStak)

Strong on transaction and lease comp data specifically, but they don't track competitor social activity, fundraise signals, or website changes — and they add another subscription silo that doesn't talk to your deal pipeline or inbox.

Hiring a research analyst

A good analyst costs $60–$90k fully loaded, takes weeks to onboard, and still needs a system to store and surface their findings — Starch gives you the system and automates the repeatable parts so the analyst you do eventually hire does higher-value work.

On Starch RECOMMENDED

One platform — x mentions tracker, growth analyst, knowledge management all running on connected data. Setup in plain English; numbers stay current via scheduled syncs and live agent queries.

Try it on Starch →

FAQ

Frequently asked questions

Can Starch pull data from CoStar or Yardi directly?

If you have a CoStar or Yardi login, Starch can automate those sites through your browser — navigating pages, pulling rent comps, and logging results — without needing a formal API connection. It's not a structured data sync, but for weekly research pulls it works well. For formal API access to those platforms, you'd need to check their terms and any applicable API agreements on your subscription.

Does Starch store my competitive research permanently? Can I search back six months?

Yes. Anything that lands in your Starch Knowledge Management database is stored and searchable. Starch is designed for live data surfaces, not long-horizon data warehousing, but for competitive intel — research briefs, comp tables, mention logs — the database holds what you put in it and the AI search finds it fast.

Will the X Mentions Tracker catch mentions that don't use my exact handle — like someone typing out my fund name?

Yes. You configure it with plain-text name variants, not just handles. So 'Ridgecap Real Estate', 'Ridgecap RE', and '@RidgecapRE' can all be tracked simultaneously. The browser automation reads X the way a human would, so it catches text mentions, not just tagged handles.

I don't have a PostHog account. Can Growth Analyst still write me a weekly competitive brief?

The pre-built Growth Analyst app is built around PostHog and Gmail for traffic and conversion analysis. For competitive research briefings specifically, you'd describe a custom automation to Starch — something like 'every Monday, pull my tagged competitor emails from Gmail, combine them with the prior week's X mention logs, and draft a 400-word briefing.' Starch builds that as a custom automation. You're not limited to the pre-built app.

Is Starch SOC 2 certified? I'm putting deal-sensitive competitive intel in here.

Starch is not currently SOC 2 Type II certified. If your firm has strict data handling requirements for competitive deal information, that's worth knowing upfront. We're transparent about this — it's on the roadmap, not yet done.

Can I share the competitive intel database with my LP or a co-GP without giving them access to everything?

You can share the Knowledge Management database with specific users. Access controls let you give a co-GP or analyst read access to the Competitive Intel section without exposing your financial models or investor CRM. Fine-grained permissions by surface are supported.