The plumbing
US equity trades execute in two broad venues. Lit exchanges (NYSE, Nasdaq, CBOE, and the rest) display quotes and match orders publicly. Everything else — dark pools (ATSs), broker internalization, wholesale market makers filling retail orders, negotiated blocks — executes off-exchange and must be reported to a FINRA Trade Reporting Facility (TRF). The TRF print is how those trades enter the consolidated tape, which is what makes the lit/off-exchange split measurable at all.
Why so much volume is off-exchange
The single biggest driver is retail internalization. Most retail marketable orders are routed to wholesale market makers, who fill them off-exchange (typically at or slightly inside the NBBO) and report to the TRF. Institutional flow adds dark-pool crossings and block trades that seek size without signaling. None of this is exotic — it's the default plumbing of the modern US market.
Reading TRF share as a signal
Because wholesalers are the destination for retail flow, a stock's TRF share of daily volume rises and falls with retail participation in that name. The baseline for a large-cap is roughly 35–45%; meme-flow episodes routinely push single names above 60–70%. The informative event is the change: a name whose off-exchange share jumps well above its own 20- and 90-day averages is attracting a retail crowd — useful context for interpreting a rally's character, squeeze risk, or the durability of a move.
- Rising price + surging TRF share — retail-driven move; historically more fragile, more gap-prone.
- Rising price + normal TRF share — participation is broader than the retail crowd.
- Market-wide TRF share creeping up — the retail cohort is active in the tape generally, which colors how much weight to put on sentiment-driven patterns.
Caveats
- TRF ≠ retail. The bucket also contains institutional dark-pool and block volume; it's an upper bound on internalized retail, not a pure count. Sudden changes in a name's share are more attributable to retail than the level.
- Reporting is trade-by-trade but attribution is not — you cannot see who traded, only which reporting venue printed it.
- Baselines differ by security: ETFs, mega-caps, and small-caps have structurally different off-exchange norms. Always compare a symbol to its own history.