Three scores. One edge.

Every stock we cover gets a Main Street Score built from what 500M consumers actually do, a Wall Street Score built from what analysts publish, and a LikeFolio Score that quantifies the gap between them. The wider the gap, the louder the signal.

Main Street Score

What 500M consumers are doing — searches, purchases, social, app installs.

Built from what people actually do.

Five behavioral streams ingested in real-time. Every signal weighted by historical correlation to revenue surprise. Distilled, daily, to a single 0–100 score per stock.

What flows in

Behavioral signals only. No analyst opinion. No price action. What people search, buy, install, mention, and tell us — across 525 covered names.

• Web search volume: Google Trends · 4.2B queries/mo
• Purchase Intent Detection: 500K+ brands · real time
• Social mentions & sentiment: X · Reddit · TikTok · 38M posts
• App-store installs: iOS + Android · 1,200 apps
• Brand Affinity: Proprietary AI Model · frontier model

MAIN STREET SCORE · TSLA

• search "tesla" +24%
• app installs +11%
• X mentions +1.4k
• cart adds +8%
• tiktok views +340k
• brand affinity +6pt
• reddit posts +88
• survey intent 72%
• reviews +212
• app rating 4.7★
• foot traffic +5.1%
• newsletter opens +19%
• YT mentions +44
• wishlist adds +12%
• returns -3%
• repeat purchase +7%
• session time +18s

WEIGHTS: Search 30 · Social 25 · Purchase 25 · App 12 · Survey 8
UPDATED Daily 06:00 ET

Wall Street Score

What analysts publish

Built from what analysts say next.

Consensus ratings, EPS revisions, target-price changes, institutional flow, and options positioning. Aggregated, normalized, and scored on the same 0–100 scale — so the two are directly comparable.

What flows in

Published sell-side and buy-side activity. Ratings changes, model revisions, ownership moves. What the institutional consensus is — and how fast it's shifting.

• Sell-side ratings: 34 firms · 9,200 reports
• EPS estimate revisions: Consensus · 90-day delta
• Price target changes: All covering analysts
• Institutional flow (13F): Quarterly · top 500 holders
• Options positioning skew: CBOE · 30/60/90-day

WALL STREET SCORE · TSLA

• GS · BUY $520
• MS · OW $485
• EPS Q4 revised +$0.04
• JPM · HOLD $410
• WFC · target ↑ $460
• consensus eps $3.42
• 13F · added +412k sh
• IV 30d 42%
• BofA · UNDER $320
• Citi · target ↓ $380
• guidance raise +5%
• short interest 2.1%
• put/call ratio 0.62
• analyst day Q4
• rev. estimate $28.4B
• PE forward 62x

WEIGHTS: Ratings 28 · EPS rev 26 · Targets 20 · Flow 14 · Options 12
UPDATED Daily 06:00 ET

LikeFolio Score

Consumer momentum, gap-weighted

When consumers move years before analysts.

Eight years of Tesla, three lines on one chart. Main Street caught the EV inflection by 2018 — Wall Street took until late 2020 to acknowledge it. The gap was a key input to the score. The price chart is what the score bought you.

LikeFolio Score · TSLA

• Main Street Score: 0
• Wall Street Score: 0
• composite signal · Main − Wall gap of +41 is a key input

TSLA · score vs. price · Apr ’18–Q2 ’26

SCORE 0–100

• TSLA $20 $40 $60 $80 $100
• $0 $100 $200 $300 $400
• Gap · +50 · Q3 ’19 consumers in, analysts out.

Apr 2018 entry: $10,000 → 2026 value $217,540

The three scores show up everywhere a stock does.

Every dossier, every screener row, every alert. One consistent language for “are consumers leaning in, are analysts catching up, and how wide is the gap right now?”

Stock Dossier

Open any of 525 covered names. The scoreboard shows where consumers, analysts, and the composite all land — plus the 90-day delta on each.

Score-Move Alerts

Get pinged on big moves in any of the three scores. Watch any of the 525 stocks. When its Main Street, Wall Street, or LikeFolio Score makes a meaningful move, we email you the same hour.