# Content Scraper Report
**Generated:** 2026-06-01
**Period:** Last 7 days (2026-05-25 to 2026-06-01)
**Platforms:** Instagram, YouTube Shorts, Twitter/X
**Niche:** Mortgage Broker — Canada
**Keywords:** mortgage broker Canada, mortgage rates Canada, first time home buyer Canada, mortgage renewal Canada, fixed vs variable Canada, HELOC Canada, Canadian mortgage tips, mortgage stress test
**Total Posts/Accounts Found:** 22
**VIRAL Posts:** 0 confirmed (engagement data partially blocked by platform auth)

> **Note:** `yt-dlp`, `whisper`, and `ffmpeg` are not installed — YouTube audio transcription is skipped.
> Instagram and X/Twitter block unauthenticated API access; exact view/like counts are approximated from public meta tags and search snippets where available.

---

## Ranked Content Table

| # | Flag | Platform | Account | Hook (first 80 chars) | Views | Likes | Comments | ER% | Date | Format | Caption Preview |
|---|------|----------|---------|----------------------|-------|-------|----------|-----|------|--------|-----------------|
| 1 | — | Twitter/X | @ronmortgageguy | "2026 is the highest number of Mortgage Renewals in the history of Canada..." | N/A | N/A | N/A | N/A | 2026 | Thread | "...majority representing 60%–100% increase in Fixed Mortgage Rates. Variable Rate are lower than Fixed. Feb fixed rates: 3.69%–3.89%" |
| 2 | — | Twitter/X | @ronmortgageguy | "Fixed Mortgage Rate Or Variable Mortgage Rate? The Debate Goes Red Hot Today" | N/A | N/A | N/A | N/A | 2025-09-08 | Thread | "As the economy weakens, the fixed vs. variable choice has never been more critical. Here's how to think about it..." |
| 3 | — | Twitter/X | @ronmortgageguy | "Mortgage Rates Headed Down: What's The Best Move?" | N/A | N/A | N/A | N/A | 2025-09-11 | Thread | "Canada Bond Yields have dropped: 5-Yr Yields more than 6% down. Scotia launching aggressive 3-year rate wars." |
| 4 | — | Twitter/X | @ronmortgageguy | "Will Ontario House Prices Keep Going DOWN This Year? YES" | N/A | N/A | N/A | N/A | 2025-10-16 | Thread | "Forecasts continued price declines — potential 20% additional drop, private technical analysis warns 45% total decline." |
| 5 | — | Twitter/X | @ronmortgageguy | "Is The Certainty Of Property Ownership In Danger In British Columbia?" | N/A | N/A | N/A | N/A | 2025-10-20 | Thread | "BC Cowitchan Band court settlement affecting Richmond property — title security risks for homeowners." |
| 6 | — | YouTube Short | Unknown | "Fixed vs variable mortgage in 2026 (Canada)! #personalfinance" | N/A | N/A | N/A | N/A | 2025-11-16 | Short | "#personalfinance #personalfinancecanada #realestate — Fixed vs variable mortgage decision breakdown for 2026" |
| 7 | — | YouTube Short | Unknown | "Canada Mortgage Stress Test: Gone by 2026? Buyer Impact!" | N/A | N/A | N/A | N/A | 2026-01-04 | Short | "B-20 mortgage stress test may be scrapped — impact analysis for buyers and what it means for affordability." |
| 8 | — | Instagram | @mortgagewithpankaj | "Tell me you live in Brampton without telling me you live in Brampton! 🇨🇦🤣" | N/A | 535 | 4 | N/A | 2024-12-05 | Reel | "Tell me you live in Brampton without telling me you live in Brampton! 🇨🇦🤣" |
| 9 | — | Instagram | @unionlinkmortgage | "Why do mortgage brokers keep working with the same lenders?" | N/A | N/A | 0 | N/A | 2025-08-18 | Reel | "We went straight to the source and surveyed brokers across Canada...building a new lender based on exactly what YOU told us." |
| 10 | — | Instagram | @theplacetomortgage | "Broker Market Share — Are Canadians Finally Catching On?" | N/A | 2 | 0 | N/A | 2025-08-13 | Post | "Did you know over HALF of Canadian borrowers used a mortgage broker this year? More options. Better rates. Expert guidance." |

---

## Platform Intelligence

### YouTube — Top Canadian Mortgage Channels (by Subscribers)

| Channel | Subscribers | Content Focus |
|---------|------------|---------------|
| Angry Mortgage Podcast (Ron Butler) | 60,400 | Candid rate commentary, renewal crisis, lender ops |
| CMHCca (Official CMHC) | 58,200 | Housing policy, market data |
| Mark Mitchell — London Ontario | 34,500 | Interest rates, refinancing, first-time buyers |
| Grow with Nav | 27,900 | First-time buyers, investor math |
| Daniel Foch | 25,700 | Canadian RE data + news |

**YouTube Shorts Found**

| Title | URL | Date |
|-------|-----|------|
| Fixed vs variable mortgage in 2026 (Canada)! | [Watch](https://www.youtube.com/shorts/uU-ZHgHZXpg) | 2025-11-16 |
| Canada Mortgage Stress Test: Gone by 2026? Buyer Impact! | [Watch](https://www.youtube.com/shorts/W8WMUa1xvLk) | 2026-01-04 |

---

### Instagram — Active Canadian Mortgage Broker Accounts

| Account | Followers | Location | Notes |
|---------|-----------|----------|-------|
| @mortgagewithpankaj (Pankaj Aggarwal) | 41,000 | GTA | Top 1%, 10K+ families, 75+ lenders |
| @themortgagepug (Alex McFadyen) | 20,000 | Canada | Pre-approvals, refinancing, RE investing |
| @mortgagesavvy (Rakhee Dhingra) | 15,000 | Canada | Top 75 broker |
| @mortgagestep.ca (Oksana Davis) | 12,900 | Toronto | Up-and-coming |
| @mortgagesbydammy | 5,900 | ON & AB | Up-and-coming |
| @mortgage_by_leila (Leila Golmohammadi) | 4,800 | Toronto | Up-and-coming |
| @guelphmortgagebroker (Rob Campbell) | 3,300 | Guelph, ON | Local/niche |
| @mortgagecraig (Craig Austin) | N/A | Canada | "Mortgage Tips Canada" branded |
| @winluigroup | N/A | Canada | Top 0.1% DLC Canada |
| @mortgageproscan | N/A | Canada | Industry association |

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### Twitter/X — Key Canadian Mortgage Voices

| Handle | Name | Best Content Type |
|--------|------|-----------------|
| @ronmortgageguy | Ron Butler | Data-heavy threads on rates/renewals, blunt takes |
| @CMPmagazine | Canadian Mortgage Professional | Industry news |
| @CdnMortgageNews | Canadian Mortgage Trends | Rate updates |
| @MortgageProsCan | Mortgage Professionals Canada | Policy/advocacy |
| @mortgage_pankaj | Pankaj Aggarwal | Tips, approvals |

---

## Trending Topics & Viral Signals (June 2026)

| # | Topic | Why It's Hot Right Now | Suggested Hook |
|---|-------|----------------------|----------------|
| 1 | **Mortgage Renewal Crisis** | 1.5M households renewing in 2026 — avg $622/mo payment increase | "Your 2021 rate is dead. Here's how to survive your 2026 renewal." |
| 2 | **Fixed vs. Variable Debate** | BoC cuts + dropping bond yields — #1 broker question of 2026 | "Everyone is asking me: fixed or variable in 2026? Here's the real answer." |
| 3 | **Bank vs. Broker** | CMHC: 57% of Canadians now use brokers — awareness still growing | "Your bank gave you their best rate? No — they gave you *their* best rate." |
| 4 | **First-Time Buyer Programs** | PST removed on homes under $1M, FHSA + RRSP HBP all active | "7 programs that save first-time buyers thousands — your bank won't mention these." |
| 5 | **Stress Test Gone?** | B-20 removal being debated — politically charged, high search volume | "The mortgage stress test might be gone. Here's what that means for you." |
| 6 | **Payment Shock** | Homeowners seeing $500–$800/mo increases at renewal | "I've seen clients cry at renewal. Here's how to not be one of them." |
| 7 | **Hyperlocal Identity** | Pankaj's Brampton reel (535 likes) — city-specific content drives shares | "Tell me you're buying in [City] without telling me you're buying in [City]" |

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## Repeat Viral Patterns

- **Blunt data takes** — Ron Butler's "X Canadians can't afford 2026 renewals" style outperforms polished industry content consistently
- **Hyperlocal identity hooks** — city/culture-specific reels (Brampton example) generate organic shares within communities
- **Fear + resolution structure** — "problem is real → here's how to escape it" arc converts cold audiences
- **Bank vs. broker framing** — positions broker as hero; taps real consumer frustration with big banks
- **Big round numbers** — "1.5 million households," "60–100% rate increase," "$622/month more" drive stop-scroll behaviour

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## Transcripts

> Skipped — `yt-dlp` and `openai-whisper` not installed.
> To enable: `pip install yt-dlp openai-whisper` then `winget install ffmpeg`

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## Limitations

- **Instagram**: Full engagement data (views, likes) blocked without auth. Set up Apify Instagram Reel Scraper with `APIFY_TOKEN` env var for full data.
- **Twitter/X**: Direct tweet metrics require X Basic API ($100/mo) or Apify Twitter scraper. All X engagement shown as N/A.
- **YouTube**: `yt-dlp` not installed — view counts and transcripts unavailable. Install to unlock.

---

## Sources

- [90 Canada Mortgage YouTubers (Feedspot)](https://videos.feedspot.com/canada_mortgage_youtube_channels/)
- [Top 20 Real Estate Influencers Canada (Favikon)](https://www.favikon.com/blog/top-real-estate-influencers-canada-social-media)
- [Up-and-Coming Mortgage Broker Instagram Accounts (Magnet)](https://marketingbymagnet.com/up-and-coming-mortgage-broker-instagram-accounts)
- [Ron Butler on X (@ronmortgageguy)](https://x.com/ronmortgageguy)
- [Ron Butler Threads (ThreadReader)](https://threadreaderapp.com/user/ronmortgageguy)
- [@mortgagewithpankaj Instagram](https://www.instagram.com/mortgagewithpankaj/)
- [@themortgagepug Instagram](https://www.instagram.com/themortgagepug/)
- [CMHC Renewal Wave Update](https://www.cmhc-schl.gc.ca/media-newsroom/news-releases/2026/renewal-wave-peaks-still-dominates-mortgage-market)
- [NerdWallet Canada — Current Mortgage Rates](https://www.nerdwallet.com/ca/p/best/mortgages/mortgage-rates-canada)
- [Mortgage Professionals Canada (@MortgageProsCan)](https://x.com/MortgageProsCan)