# Jason Pantana | Marketing + AI for Real Estate (@jasonpantana) on instagram

- id: koinon:creator:instagram_jasonpantana
- url: https://koinonlink.com/kol/instagram/jasonpantana
- schema_version: 1.4

## Identity
- platform: instagram
- handle: jasonpantana
- platform_url: https://www.instagram.com/jasonpantana/
- website: https://liinks.co/jasonpantana
- entity_type: creator
- person_id: koinon:person:instagram_jasonpantana

## Reach
- followers: 72528
- following: 1417
- posts_total: 1498
- posts_observed: 10
- verified: true
- size_tier: koc

## Engagement
- status: not_collected
- status_note: Engagement has not been collected for this creator yet. This is a gap in our collection, NOT a statement that the creator has no engagement. Follower count is known, so it is measurable.
- unit_note: engagement_rate and peak_post_engagement_rate are ratios (0-1); avg_interactions_per_post and best_post_interactions are absolute counts. Read status before reading any number: a null rate has several different causes and status says which one applies here.

## Content
- category: software
- subcategory: ai_tools
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: AI applications for real estate marketing, Content repurposing strategies, AI avatars and video tools, Real estate market trends, AI search and data licensing
- bio: 🎯 Marketing + AI for real estate pros and entrepreneurs
🤖 Co-Founder: Ai Marketing Academy
🙌 Free tools & trainings⤵️
🎤 Speaker/Creator/Consultant

## Audience (inferred)
- status: present
- description: Real estate professionals and entrepreneurs focused on marketing and AI tools
- roles: content
- seniority: practitioner
- pain_points: Slow real estate market causing sales shortfall, Uncertainty about practical AI use cases beyond hype, Repurposing client answers into scalable content, Adapting to AI-powered search and review platforms
- posts_analysed: 5
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.9
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 73
- authenticity_basis: profile_shape_only
- credibility_score: 73
- flagged_for_review: false
- koinon_bd_grade: A — measures Koinon partner-outreach fit, not creator quality
- interpretation: Signals for triage, not verdicts. A flag means the profile is worth a manual check.

## Evidence
- [instagram_jasonpantana#af02440c] Comment SURGE and I’ll send you everything. The market’s slow — we’re running a million sales short of a normal year (again). Like I’ve said before: fast markets, slow markets, up markets, down markets — no matter the market, the market belongs to those who market! Slow markets d (https://www.instagram.com/jasonpantana/)
- [instagram_jasonpantana#e3a072e1] Everybody's talking about AI. “You’ve gotta use it,” they say. “You better figure out AI.” But almost nobody's talking about what it should DO for you. That was my whole presentation at the Tom Ferry Success Summit this week… that AI is simply about inputs and outputs. Think of i
- [instagram_jasonpantana#fa9ddddc] Every question your clients ask AI, you've already answered face-to-face or on the phone. Answer them on YouTube instead, repurpose each video as a blog post, and you get found in all the places. The repurposing part is what this AI agent handles. It's a Cowork task in Claude — y
- [instagram_jasonpantana#5544965e] I promised a few HeyGen Avatar V ideas and use cases in the caption. With AI avatars finally becoming indistinguishable… here’s where my head goes first: 1. Build the seller FAQ channel you never had time to make. Imagine 100 videos answering every question sellers ask before the
- [instagram_jasonpantana#97799d2f] Yelp powering AI search isn't new. It's a pattern. For over a decade, Yelp has licensed its data to the biggest platforms in tech. Siri pulls Yelp reviews, Apple Maps runs on Yelp content, and Alexa, Bing, Meta.ai, and Perplexity have all licensed Yelp data for local recommendati

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.4, freshness_days=76, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=76, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=76, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=76, method=llm_scorer — Relative signal within Koinon indexing, not a market-wide score.
- commercial.promotion_intent: source_type=ai_inferred, confidence=0.6, freshness_days=76, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=94, method=profile_snapshot_and_engagement_ratio_heuristic — Means "worth a manual check", NOT confirmed fraud. Flags can be wrong and are not a verdict about the person.
- quality.authenticity_score: source_type=heuristic, confidence=0.25, freshness_days=76, method=Profile-shape heuristic from a single snapshot (follower count, following ratio, account age, posting volume, verification), reduced for engagement red flags where post engagement was collected. Where only a follower count is available the score saturates at 58. — The input set differs by platform; do not compare this score across platforms.
- quality.koinon_bd_grade: source_type=ai_inferred, confidence=0.5, freshness_days=94, method=llm_partner_fit_classifier + fit_score >= 0.6 AND authenticity >= 60 => A; fit_score >= 0.4 AND authenticity >= 45 => B; else C. authenticity < 30 or a promotional-pattern flag => quarantine. — Koinon partner-outreach fit, not creator quality.
- reach.followers: source_type=observed, confidence=0.95, freshness_days=94, method=platform_profile

## Freshness
- profile_checked_days_ago: 94
- content_analysed_days_ago: 76
- audience_updated_days_ago: 76

## AI retrieval
- indexing_requests: 10
- user_triggered_requests: 1
- last_user_triggered_day: 2026-10-14
- note: Being indexed in bulk is not the same as being retrieved to answer a question.

## This profile
- Claim or correct: https://koinonlink.com/claim?k=instagram_jasonpantana
- Request removal: https://koinonlink.com/claim?k=instagram_jasonpantana
- Terms: https://koinonlink.com/for-ai