Downtown Cleveland Inc. released its third "Experience Drives Perception" survey on June 3, 2026, and the headline finding is the one DCI chose to lead with: for people who visit downtown Cleveland frequently, the perception of safety and the overall quality of the experience has nearly recovered to 2019 levels. That result is real, and it is the product of documented operational investment. The Downtown Cleveland Improvement District has been renewed through 2032. Ambassador staffing is at full complement. Public space maintenance metrics are tracking above their post-pandemic baseline. The corridor is, by most operational measures, working.

The finding that matters more for practical corridor management is the one DCI acknowledged in the June 3 press materials without fully amplifying. The gap does not close for infrequent visitors. For people who come downtown once a month or less, perception of safety and quality is still meaningfully below 2019 levels. For people who have not visited in more than six months, the gap is larger still. The corridor that is functionally recovered for its regular audience remains stuck, in the minds of the audience it most needs to convert, at an earlier, worse version of itself.

That is not a minor finding. It is the structural challenge that every recovering downtown corridor faces after a sustained reputation hit, and it explains why operational excellence alone does not produce the recovery numbers that operational investments should logically produce.

Why frequent and infrequent visitors update differently

Frequent visitors update their mental model of a corridor continuously. Every visit is a data point. A resident who was downtown last week, and the week before, and the week before that, has assembled a current picture of the corridor from direct observation. The ambassador program, the repaired sidewalks, the restored lighting, the new programming — all of it is visible because the frequent visitor is present to observe it. The perception gap closes for frequent visitors because the operational work reaches them.

Infrequent visitors do not update continuously. They update episodically, usually on the basis of a single recent visit, and more often on the basis of what their social network is saying. If their network is predominantly people who last came downtown in 2022 or 2023 — when the corridor was at its worst — the network's signal about the corridor reflects that moment, not this one. The gap for infrequent visitors is not primarily a product of what the corridor looks like in 2026. It is a product of what the corridor's reputation was the last time someone in their network went and formed an opinion. Operational improvements that have not yet reached infrequent visitors through direct experience have not changed the network signal.

This matters for resource allocation in a specific way. The metrics that most BID annual reports lead with — cleanliness scores, ambassador contact rates, event attendance, lighting compliance percentages — measure performance for the audience that already showing up. They do not measure performance for the audience that stopped showing up. Those are different measurement problems, and most district reporting frameworks have no mechanism for the second one.

Perception Scores by Visitor Frequency vs. 2019 Baseline
DCI "Experience Drives Perception" survey, June 3, 2026

The anchor departure complication

Cleveland's infrequent-visitor challenge is compounded by a specific set of anchor departures that have occurred since 2022. The Cleveland Browns moved their corporate operations out of the downtown core. Medical Mutual announced a relocation. AmTrust departed. None of those departures destroyed the corridor's commercial base. The corridor is operating. But each departure produced news coverage that reached the infrequent-visitor audience at high saturation, and the news coverage of anchor departures is structurally more persistent in public memory than the news coverage of ambassador program launches or streetscape improvements.

The asymmetry is predictable. A company's departure from a downtown corridor is a negative, discrete, newsworthy event. It generates a story with a headline, a reaction quote from the mayor, a follow-up piece asking what it means for the corridor. Each of those pieces reaches infrequent visitors through their normal media consumption. The subsequent recovery narrative — more ambassadors, cleaner streets, new programming, restored lighting — does not generate comparable media volume, and what media it generates does not have the same emotional salience for infrequent visitors who are making a decision about whether a downtown visit is worth their time.

The practical implication is that DCI's June 3 survey release is, in part, a media strategy designed to correct the asymmetry. The local coverage of the survey's positive findings will reach some infrequent visitors. Whether it reaches them in a form compelling enough to produce a visit is a separate question. "BID releases annual survey showing improvement" does not have the motivational force of a specific, time-bound reason to go downtown this weekend.

Downtown Cleveland: DCID Boundary, Anchor Departures, and Current Destinations
DCID boundary, former anchor locations with departure years, current destination anchors · OpenStreetMap · CartoDB

The first-visit conversion problem

The infrequent-visitor gap is, in operational terms, a first-visit conversion problem. The corridor's task is not to retain visitors who already come regularly. That audience is largely converted. The task is to produce conditions compelling enough to override the inertia of infrequent visitors who have a slightly negative or uncertain mental model of the corridor and are defaulting to other options.

First-visit conversion requires different tools than frequent-visitor retention. Events work when they are specific, credibly promoted, and compelling enough to override the default. Destination anchors work when they are distinctive enough that the visit itself is the point, independent of the surrounding corridor experience. Marketing that specifically addresses the concerns keeping infrequent visitors away works when it names those concerns directly rather than offering generic positive messaging about how great the corridor is.

What does not work, by itself, is operational quality. A clean street does not produce a first visit. An ambassador-staffed corridor does not produce a first visit. Both are necessary for the visit to be good when it happens. Neither is sufficient to produce the decision to go.

The third DCI survey in this series establishes the pattern conclusively across three markets. St. Louis (Issue 1), Detroit (Issue 2), and now Cleveland: operational recovery reaches frequent visitors. Infrequent visitors and non-visitors require a different program design that does not yet exist in most recovering corridor management frameworks. The measurement problem is that the metrics available to most districts track the audience that shows up. The strategic problem is that the growth opportunity is in the audience that does not.

The metrics most BIDs report track the audience that already shows up. The growth opportunity is in the audience that does not.

What DCI and the DCID do next

DCI's June 3 survey release was paired with the DCID renewal through 2032 and with language from DCI leadership about the district's evolving programming focus. The signals suggest an organizational awareness that the frequent-visitor recovery is not the full story.

The renewal provides six more years to test first-visit conversion approaches at scale. The institutional question is whether the DCID's performance metrics framework will be updated to include infrequent-visitor and non-visitor perception tracking alongside the operational metrics it currently leads with. A district that reports cleanliness scores and ambassador contacts but does not track whether its non-visitor audience is developing reasons to come is measuring the inputs of its work but not the output it most needs.

For practitioners in comparable corridors: the Cleveland case establishes that operational recovery produces a compressible but not closeable gap for the audiences districts most need to reach. Planning budgets and program designs around first-visit conversion, as a distinct objective from corridor maintenance and frequent-visitor programming, is the strategic adjustment the three-market survey series makes visible.

Key Takeaways

Sources

Downtown Cleveland Inc., "Experience Drives Perception" survey, June 3, 2026. Cleveland Magazine / NEOtrans, June 3, 2026. DCID renewal documentation. Prior Plat Street coverage: BO·1·1·11, BO·1·2·10.