J|I Japan Investor Interface · Compounder Profile
TSE PRIME · 3984 · FY end JUN 株式会社ユーザーローカル
User Local, Inc.
Single-segment SaaS · Web analytics · Social listening · Enterprise generative AI
Last Close
¥1,791May 22, 2026
−24% from May-24 peak · +36% off Apr-25 trough
Market Cap / EV
¥28bn / ¥19bn EV
net cash ¥9.4bn (33% of cap) · zero interest-bearing debt
EV / EBIT · forward
8.6x
vs JP SaaS-microcap median ~12–14x est. · the gap is the cash and the opacity, not the operating quality
ROCE · trailing
24%
FY23–FY25 trend: 23% · 25% · 24% — steady low-to-mid 20s; dragged by half the balance sheet sitting in cash
Operating Margin · group
43% · FY25
9M FY26 actual 48.0% (+280bps YoY) · FY26 guide implies 41.8% — conservative on the print so far
Shares & Float
15.9M sh · ~32% float
founder-CEO Masao Ito holds 38% direct · top-10 holders 67% · treasury 351,839 sh (2.2%)
01 · REGIME

Price Action · 24 Months

User Local sells subscription analytics tools that help Japanese companies read customer behavior across websites, social media, and enterprise chatbots. The stock's May 2024 peak reflected investors paying an AI-hype multiple for the newest tool, ChatAI, before that line of revenue was proven durable.

3984 vs TOPIX · 24 months · daily candles + volume
Peak ¥2,347 · 2024-05-14 Trough ¥1,313 · 2025-04-07 Today ¥1,791
User Local · daily candles 60-day SMA TOPIX rebased (1308.T) Volume

01 · THE RALLY User Local has been listed since 2017 and reports as a single segment of a single fiscal entity — no subsidiaries, no equity-method affiliates, no goodwill, no consolidation eliminations. What it sells is a stack of three product families on one SaaS rail. The oldest family is the Digital Marketing line: User Insight, on the market since 2008, gives an enterprise's marketing team a heatmap of where readers' attention lingers on a Japanese web page; Social Insight, on the market since 2012, listens to what Japanese consumers say about a brand across social platforms; Media Insight serves publishers. The middle family is the AI DX line: Support Chatbot, on the market since 2017, and ChatAI, the company's enterprise generative-AI service launched in January 2024, with retrieval-augmented generation against the customer's own document store, multi-model routing, and fixed-fee pricing. The third family is a portfolio of free and freemium tools that operate as a marketing funnel. Behind these three families is a proprietary store of data the company says exceeds 340 billion records, accumulated organically since 2008 from User Insight customers and since 2012 from Social Insight; the corpus is what lets User Local train models on first-party data rather than pay token fees to external LLM vendors for every query. Operating leverage on this base is the flywheel: a hundred-and-twelve-person company with a single Tokyo office paying ¥182M in annual rent produced FY25 operating profit of ¥1,971M on revenue of ¥4,582M — a 43% operating margin from an entirely organic capital base. Through the spring and summer of 2024 the share traded at the wider AI-hype multiple the Japanese smallcap market briefly extended to anything ChatAI-adjacent, peaking at ¥2,347 on May 14, 2024.

02 · THE REVERSAL Through the autumn and winter of 2024 the broader Japanese AI-smallcap bid faded, and User Local's share drifted with it — not on a company-specific disclosure but on the relative-multiple compression that took the entire ChatAI-adjacent cohort lower. The trough came on April 7, 2025 at ¥1,313, a 44% drawdown from the May 2024 peak on no incremental news from the company itself. The FY25 results landed on August 7, 2025: revenue ¥4,582M (+17.3%), operating profit ¥1,971M (+14.1%), net income ¥1,429M (+20.6%), with operating-profit growth visibly held back by the costs of the Tokyo Minato headquarters relocation in March 2025. The FY26 guide that came with the print called for revenue ¥5,284M (+15.3%), operating profit ¥2,207M (+12.0%), and net income ¥1,523M (+6.6%) — conservative-looking even on the day, given that FY26 was the first clean comparison year against the relocation drag. The annual dividend rose to ¥14 from ¥8. From August through the winter the share moved sideways: investors had reasonable evidence of an operating-leverage step that the relocation had postponed, but the second debate — whether the cash on the balance sheet was an M&A reserve, a permanent feature of the founder's risk tolerance, or capital that would eventually be returned — had not yet been answered.

03 · WHERE WE STAND NOW Three disclosures in February and May 2026 began answering the second debate. On February 12, 2026 the Q2 earnings filing reported 1H operating profit ¥1,217M (+21.6%) with a first interim dividend of ¥10. On February 13, 2026 the board authorized the purchase of up to 500,000 shares (3.12% of issued capital), capped at ¥1,000M, through August 5 2026. On May 7, 2026 the Q3 earnings filing reported 9M operating profit ¥1,889M (+24.4%) and net income ¥1,384M (+31.9%): 9M progress against the FY26 guide of 85.6% on operating profit and 90.9% on net income — the bottom line was already at nine-tenths of the full-year plan with three months still to run. The same May 7 disclosure raised the year-end dividend from ¥10 to ¥14 (taking annual payout from a planned ¥20 to ¥24, a 25% payout ratio), introduced the company's first shareholder-benefit program, and cancelled 100,000 treasury shares. The share closed Friday May 22 at ¥1,791, 24% below the May 2024 peak and 36% above the April 2025 trough. What the next four quarters will resolve is whether the FY26 guide proves structurally conservative or back-loaded, whether the company will name a recurring-revenue percentage that lets outside investors price the AI-DX line on its own terms, and whether the February buyback and the May dividend raise prove to be the first step in a multi-year capital-return path or a one-time response to a public market that had stopped paying for the cash.

02 · CONTENTION

Live Investor Debates

Three open questions surface in the company's recent quarterly disclosures and in the IR briefing materials. Each one settles a different part of the multiple.

DEBATE 01 · GUIDE CONSERVATISM
Is the FY26 guide structurally conservative, or has the 9M outperformance pulled forward growth that Q4 will reabsorb?
BULL Bulls point to a 9M FY26 progression already at 85.6% of operating-profit guide and 90.9% of net-income guide, against the cleanest comparison year since the FY25 relocation drag. The 9M operating margin printed at 48.0%, 280 basis points above a year earlier; the FY26 guide arithmetic implies a Q4 operating margin near 22%, which would require a spending step the company has not signaled. The view holds if Q4 FY26 lands with full-year operating profit at or above ¥2,300M.
BEAR Bears note that FY25 carried ~¥180M of HQ-relocation costs concentrated in late FY25; FY26 benefits from their absence without underlying operating leverage being as steep as the 9M print suggests. The AI-DX line is also seasonally weighted to Q2 and Q3, as public-sector procurement favors fiscal-year-start budgets. Management's choice not to revise FY26 upward on May 7 is consistent with knowing the print is ahead of the underlying pace. The view holds if Q4 FY26 reports operating-profit growth under +15% year-on-year and the full year settles within ±2% of guide.
DEBATE 02 · AI-DX REVENUE MIX
Is ChatAI carrying the growth premium the multiple needs, or are the legacy analytics products still doing most of the work?
BULL Bulls point to two large reference accounts ChatAI has won and held. Kyoto Prefecture has deployed it to about 8,000 prefectural employees, and the AEON Group has rolled it out to more than fifteen group companies. Both are cited as standing accounts in the Q2 briefing, and large Japanese public-sector and conglomerate accounts of this kind typically anchor multi-year subscription relationships. The 1H operating-profit growth of +21.6% on revenue growth of +17.7% implies an incremental operating margin near 50%. The view holds if the FY26 results briefing discloses, for the first time, a recurring-revenue percentage or a ChatAI-specific ARR figure above 25% of total revenue.
BEAR Bears note that the company has reported as one segment since listing, and the same single line covers analytics products compounding for fifteen years and a generative-AI product compounding for one. The 9M outperformance is consistent with either reading. The market cannot price a generative-AI premium against a revenue line whose composition is undisclosed; the silence itself may signal the AI-DX contribution is not yet material enough to break out. The view holds if FY27 reporting continues with only the single-segment line.
DEBATE 03 · CASH POLICY FOLLOW-THROUGH
Was the February buyback plus the May dividend raise the first step in a multi-year path, or a one-time response to a market that had stopped paying for the cash?
BULL Bulls argue that the May 7 disclosure was unusual in carrying three return-of-capital changes in one notice — the dividend raise from ¥10 to ¥14 (lifting annual payout from 16% to 25%), a first-ever shareholder-benefit program, and the cancellation of 100,000 treasury shares — on top of February's ¥1,000M / 500,000-share buyback. The four moves look like an internal pivot rather than a defensive gesture. The view holds if the FY26 results pack announces a recurring buyback for FY27 or a payout-ratio floor at or above 30%.
BEAR Bears observe that the ¥1,000M buyback is roughly 11% of the ¥9.4bn cash balance; even at full execution, the cash line ends FY26 close to flat year-on-year, because retained earnings outrun the combined dividend and buyback flow. The founder-CEO holds 38% directly, and Japanese single-founder small-caps with this concentration historically keep optionality for an acquisition that may never come. The view holds if the FY27 capital-allocation slide reiterates the ~25% payout target without naming a cash ceiling, and the FY26 buyback executes at less than 70%.
03 · CATALYST

Capital-Efficiency Levers

Three disclosure or capital-policy levers visible in the company's recent filings. Each could reweight the multiple without requiring higher earnings.

LEVER 01 · DISCLOSURE
A recurring-revenue percentage and a ChatAI ARR line
What the FY26 results pack could publish that today's pack does not
FY25 total revenue (disclosed)
¥4,582M
Digital Marketing SaaS revenue
undisclosed
AI DX SaaS revenue (ChatAI etc.)
undisclosed
Recurring-revenue %
undisclosed
ChatAI ARR / contract count
undisclosed
single-segment, single-line reporter · no product mix · no recurring breakout
The whole company runs on one revenue line, and outside investors price the AI-DX growth piece at whatever blended multiple they apply to a Japanese SaaS micro-cap, because they have no way of pricing it on its own. One supplementary slide each quarter showing (i) a recurring-revenue percentage of total sales, (ii) a ChatAI contract count and ARR figure with cohort retention, and (iii) gross profit by product family would convert the AI-DX premium debate from inference into observation. The change costs management three numbers in the IR pack; the multiple effect operates on the discount investors currently price for opacity.
Cost to mgmt
Three numbers in the IR pack
Earliest trigger
FY26 results briefing · August 2026
LEVER 02 · CAPITAL POLICY
A cash-balance ceiling and a recurring total-return commitment
Five-year cash trajectory · ¥M, fiscal-year-end balance
FY21 (Jun 2021)
¥4,696
FY22 (Jun 2022)
¥5,320
FY23 (Jun 2023)
¥6,367
FY24 (Jun 2024)
¥7,677
FY25 (Jun 2025)
¥8,546
Q3 FY26 (Mar 2026)
¥9,394
cash has risen every year for five years · the ¥1,000M FY26 buyback is 11% of today's balance
The numbers behind the chart are simple. FY25 net income was ¥1,429M; the dividend cost ¥225M (16% payout); capital expenditure cost ¥260M (¥182M of it the one-time Tokyo office move); net cash still rose ¥869M. The company has never made an acquisition. The trailing return on capital is 24%, but every retained yen earns four-tenths of a percent in bank deposits. Naming a concrete ceiling — a 30% payout-ratio floor, a recurring 3%-of-shares buyback, or operating-cash capped near ¥3bn against ¥1.2bn of total liabilities — would convert four years of mechanical cash growth into a multi-period commitment. Unless management names one, the cash pile just keeps growing — mechanically, every year.
Cost to mgmt
One board resolution
Earliest trigger
FY26 results · August 2026
LEVER 03 · DISCLOSURE
A founder-succession paragraph in the annual securities report
Ownership and decision-making concentration · top-10 holders (FY25 annual report)
Masao Ito (founder-CEO)
37.9%
Master Trust Bank (trust)
11.4%
JP Custody Bank (trust)
5.8%
Top-10 holders combined
67.1%
Free float (residual)
~32%
no published succession plan · no named deputy-CEO bench · CEO Ito holds 38% directly
Founder-CEO Masao Ito holds 37.9% of outstanding stock directly and chairs every meaningful capital-allocation decision; CFO Daisuke Iwamoto handles operations and IR. The current annual securities report carries no succession paragraph, names no deputy-CEO bench, and does not describe how the company would continue if the founder stepped aside or was unavailable. Institutional investors apply a key-person discount of roughly 100–200 basis points to cost of equity in this shape, which translates into a five-to-ten percent intrinsic-value drag without ever appearing on an income statement. A short annual-report section that profiles a No.2 and No.3 in product and technology, names the board's governance escalation path, and articulates the founder's holding-period intention would compress that discount.
Cost to mgmt
One annual-report paragraph + one slide
Earliest trigger
FY26 annual securities report filing · Sep 2026
04 · VALUATION

Scenario Pathways

Three internally-consistent scenarios across the next four quarters. Each describes a different bundle of disclosure and operating outcomes — no scenario is a forecast; they are bear, base, and bull scenarios.

BEAR SCENARIO
¥1,400 – ¥1,700
−22% to −5%
implied multiple · ~6–8x EV/EBIT (fwd)
Q4 operating-profit growth decelerates, FY26 lands inside the ¥2,207M guide, and none of the three disclosure or capital-policy levers lands.
What would have to happen
  • Full-year FY26 operating profit settles within ±2% of the ¥2,207M guide.
  • No recurring-revenue percentage, no ChatAI ARR, no per-product margin disclosure at the FY26 1H or full-year briefing.
  • February 2026 buyback executes at less than 70% of the ¥1,000M authorization by 5 August 2026.
  • No follow-on buyback announced; no stated cash-balance ceiling; no FY27 payout-ratio framework.
  • No succession paragraph in the FY26 annual securities report.

The bear band of ¥1,400–¥1,700 implies roughly 6–8x FY26 forward enterprise value to operating profit — near the Japanese private-buyer 7–10x range. The band is multiple-driven, conditioned on the market continuing to discount the cash pile and the disclosure opacity rather than re-rating either.

BASE SCENARIO
¥1,950 – ¥2,300
+9% to +28%
implied multiple · ~9–11x EV/EBIT (fwd)
Operating leverage carries through Q4, FY26 lands a few percent above guide, and one of the three levers lands.
What would have to happen
  • Full-year FY26 operating profit lands at ¥2.3–¥2.4bn (4–9% above guide) as 9M operating leverage carries through to year-end.
  • One of the three levers lands — most likely the recurring-revenue percentage at the FY26 results briefing.
  • February buyback executes at or near full ¥1,000M by 5 August 2026; FY27 dividend payout maintained at ~25%.
  • No further capital-return commitment beyond what is already announced; cash balance holds roughly flat year-on-year.
BULL SCENARIO
¥2,600 – ¥3,000
+45% to +68%
implied multiple · ~13–16x EV/EBIT (fwd)
Two of the three levers land, the AI-DX line is given a name, and the capital-return policy moves from one-off to formula-based.
What would have to happen
  • FY26 operating profit lands at or above ¥2.4bn with full-year revenue at or above ¥5,500M.
  • FY26 results pack publishes a recurring-revenue percentage and ChatAI ARR figure for the first time — Lever 01 delivered.
  • FY27 capital-allocation slide names a stated payout-ratio floor at or above 30% or a recurring buyback authorization — Lever 02 delivered.
  • Q2 or Q3 FY27 guidance revised upward, breaking the multi-year pattern of guide-held-through-the-year.

The bull band of ¥2,600–¥3,000 still sits below the May 2024 peak of ¥2,347 on a per-share basis only if the multiple expands materially against today's 8.6x; the case is multiple-arithmetic, not earnings-revision. A return toward the AI-hype peak would also require Lever 03 (the succession paragraph), which is the slowest of the three to land and sits outside this four-quarter scenario.

SUM-OF-PARTS · CORE SAAS BUSINESS
Digital Marketing SaaS + AI DX SaaS combined (single segment)
FY25 revenue (combined)¥4,582M
FY26 guide revenue¥5,284M
FY26 guide operating profit¥2,207M
Operating margin (group, fwd)~41.8%
Peer EV/EBIT band (listed JP SaaS, single-segment)~12–14x est.
Mid-case implied EV: ~¥26–31bn at 12–14x FY26 forward operating profit
SUM-OF-PARTS · NET CASH
Cash and deposits on the balance sheet (33% of market cap)
Net cash at Q3 FY26-end (Mar 2026)¥9,394M
Working-capital need (est.)~¥1,300M
Surplus to stated policy~¥8,100M
FY26 announced buyback authorization¥1,000M
Implied cash EV contribution¥9,394M at face
Cash earning ~0.4% bank-deposit yield against a 24% trailing operating return — the value drag is the disclosure of how it will be deployed
PEER MULTIPLE LADDER · snapshot 2026-05-22
Listed JP single-segment B2B SaaS peer set · EV recomputed at the snapshot-date market price · trailing-12-month EBITDA from each peer's most recent earnings filing
3984 User Local (this profile)8.6x fwd · 7.9x TTM · 24% ROCE
3922 PR TIMES5.7x TTM · net cash ~28% of cap
4165 PLAID15.3x TTM · CX-platform peer
4382 HEROZ34.7x TTM · project-revenue mix
5574 ABEJA38.2x TTM · earlier stage
On a trailing basis User Local trades alongside PR Times at the low end of the listed JP single-segment SaaS band, and well below the AI-DX-tilted peers (PLAID, HEROZ, ABEJA). The trailing multiple uses TTM EBITDA, not TTM operating profit; the forward multiple shown for User Local uses the company's own FY26 guide of ¥2,207M operating profit. Peer multiples are not forward-stated because that would require each peer's own published guidance, separately sourced and separately dated. All EV figures recomputed at the snapshot-date last close (2026-05-22).
SOTP CROSS-CHECK · TOTAL
Core SaaS business + net cash — total per-share implied range
Core operating-business EV (mid-case)~¥28bn
Net cash (face)¥9.4bn
Implied equity value (face)~¥37bn
Per share (15.9M sh)~¥2,330
vs current price ¥1,791implied uplift ~30%
Public market currently prices the operating business at ~9x and applies a discount to the cash — SOTP supports BASE on operating multiple alone before any cash policy lands
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