Ticker reaction data · Technology

BlackLine, Inc. (BL)

BL moved a median of +0.09% 30 minutes after news, and -0.09% by the close. How BL actually reacts to news — the realized, point-in-time move the market made, measured across 474 labeled events over the last three years with zero look-ahead.

The quantified answer

BL’s median reaction, across the day.

+0.09%
Median 30-min
Typical reaction 30 minutes after any BL news
57%
Moved up
Share of BL news events that rose at 30 minutes
-0.09%
Median to close
Where BL typically settles by the closing bell
BL median reaction to newsBL median reaction to news across 4 horizons: 5-min +0.00%, 30-min +0.09%, 60-min +0.06%, to close -0.09%.5-min30-min60-minto close5-min: +0.00%30-min: +0.09%60-min: +0.06%to close: -0.09%+0.00%+0.09%+0.06%-0.09%-0.09%0+0.09%
Median move vs. the price at the news timestamp, each horizon on its own sample — the counts are in the table below.
BL median reaction to news, by horizon. Each rung is measured on the events that traded at that horizon.
HorizonMedian% positiveEvents
5-min0.00%48%474
30-min+0.09%57%474
60-min+0.06%52%474
to close-0.09%48%466
Where BL reactions landvs 474 measured BL reactions
BLMiddle 50% · -0.55% to +0.68%Zero: 0.00%Median: +0.09%Median +0.09%-1.00%0+1.00%
Middle 50% of BL reactions-0.55% to +0.68%
Median reaction (30-min)+0.09%
Measured reactions474
Point-in-time · zero look-ahead

Half of all BlackLine, Inc. news events land between -0.55% and +0.68% at 30 minutes.

Reaction stats as of 2026-09-21. Newest measured event . Reaction = percent move vs. the price at the news timestamp.

By event type

How BL reacts, by analyst action.

EventEventsMedian 30-min% positiveMedian to close
Analyst upgrades27-0.05%48%+0.59%
Analyst downgrades20+1.06%85%-0.21%
Coverage initiations17-0.19%29%+0.82%
Rating reiterations86+0.10%55%0.00%
Price-target raises19-0.12%42%+0.02%
Price-target cuts28+0.10%54%+0.02%

Last 3 years, pulled 2026-09-21. Reaction = percent move vs. the price at the news timestamp. Counts and medians only. The same measurement runs across every name in the dataset. See how BL ranks against every other measured name →

That’s how BL usually reacts — get an email when it moves on news →
Next time, know first

Email me when BL moves on news.

One email per qualifying move — the headline, the measured reaction, and how it compares to BL's baseline. Nothing else.

▲ BL Free · unsubscribe anytime
26M+ news records Operating since 2012 Methodology on SSRN ↗
Latest news

Recent BL events, each with its measured reaction.

DateHeadlineEventSource5-minTo close
BlackLine Honors Global Enterprise Leaders Transforming Financial OperationsPress releaseGlobeNewswire+1.32%+0.20%
BlackLine Deepens Industry Investment to Accelerate Financial Operations TransformationPress releaseGlobeNewswire-1.28%-1.05%
BlackLine Acquires NetNow, Expanding Invoice-to-Cash with Intelligent Customer Onboarding and Credit Risk ManagementPress releaseGlobeNewswire-1.23%+0.17%
BlackLine Announces Participation in Upcoming Investor ConferencePress releaseGlobeNewswire+1.82%+5.94%
Form 10-Q BLACKLINE, INC. For: Jun 30SEC filing · Form 10-QSEC EDGAR-0.51%+1.11%
BlackLine Announces Second Quarter Financial ResultsPress releaseGlobeNewswire-1.52%-1.39%
Form 8-K BLACKLINE, INC. For: Aug 04SEC filing · Form 8-KSEC EDGAR-1.52%-1.39%
Form 8-K BLACKLINE, INC. For: Jul 31SEC filing · Form 8-KSEC EDGAR-1.52%-1.39%
Form 8-K BLACKLINE, INC. For: Jul 31SEC filing · Form 8-KSEC EDGAR+0.75%+1.19%
BlackLine Announces Date for Second Quarter 2026 Earnings Release and Conference CallPress releaseGlobeNewswire-0.49%-5.08%
BlackLine® Expands Agentic Financial Operations Platform; Establishing the Trust Infrastructure for AI-Powered FinancePress releaseGlobeNewswire+0.15%-0.11%
BlackLine Announces Participation in Upcoming Investor ConferencesPress releaseGlobeNewswire-1.67%+5.26%
Form 8-K BLACKLINE, INC. For: May 07SEC filing · Form 8-KSEC EDGAR+1.20%-8.73%
Form 10-Q BLACKLINE, INC. For: Mar 31SEC filing · Form 10-QSEC EDGAR+0.69%+0.10%
BlackLine Announces First Quarter Financial ResultsPress releaseGlobeNewswire-5.57%-9.99%
Form 8-K BLACKLINE, INC. For: May 05SEC filing · Form 8-KSEC EDGAR-5.57%-9.99%
BlackLine Announces Date for First Quarter 2026 Earnings Release and Conference CallPress releaseGlobeNewswire-1.25%-0.78%
Form DEF 14A BLACKLINE, INC. For: May 07SEC filing · Form DEFSEC EDGAR+0.35%-1.04%
Form DEFA14A BLACKLINE, INC.SEC filing · Form DEFA14ASEC EDGAR+0.35%-1.04%
BlackLine Founder Therese Tucker Announces Retirement from Full-Time Executive RolePress releaseGlobeNewswire+0.35%-1.04%
Form 8-K BLACKLINE, INC. For: Mar 13SEC filing · Form 8-KSEC EDGAR+1.47%+4.14%
BlackLine to Host Virtual AI Investor SessionPress releaseGlobeNewswire+0.80%-1.50%
BlackLine’s Founder Therese Tucker Honored on the Forbes America’s Greatest Innovators ListPress releaseGlobeNewswire+1.24%-0.25%
BlackLine Reaches Agreement with Engaged Capital and Strengthens Board with Addition of Two Independent DirectorsPress releaseGlobeNewswire-1.12%-2.64%
Form 8-K BLACKLINE, INC. For: Mar 08SEC filing · Form 8-KSEC EDGAR+1.24%-0.25%
BlackLine Announces BeyondTheBlack London, Bringing Finance Leaders Together to Shape the Future of the Office of the CFOPress releaseBusiness Wire+1.71%+1.61%
BlackLine Brings BeyondTheBlack to Paris, Showcasing Innovation and Best Practice for Modern Finance TeamsPress releaseBusiness Wire+1.71%+1.61%
BlackLine Honors 2025 Partner Award WinnersPress releaseGlobeNewswire-1.20%+4.88%
Form 10-K BLACKLINE, INC. For: Dec 31SEC filing · Form 10-KSEC EDGAR-1.20%+4.88%
Form S-8 BLACKLINE, INC.SEC filing · Form S-8SEC EDGAR+0.00%+2.07%
BlackLine Announces Participation in Upcoming Investor ConferencesPress releaseGlobeNewswire-1.50%+0.24%
BlackLine Announces Fourth Quarter and Full Year 2025 Financial ResultsPress releaseGlobeNewswire-1.69%-6.81%
Form 8-K BLACKLINE, INC. For: Feb 10SEC filing · Form 8-KSEC EDGAR-1.69%-6.81%
BlackLine Confirms Receipt of Director NominationsPress releaseGlobeNewswire+0.57%-0.61%
Engaged Capital Formally Nominates Three Highly Qualified, Independent Director Candidates to the BlackLine BoardPress releaseBusiness Wire+0.32%+1.18%
Form 8-K BLACKLINE, INC. For: Feb 02SEC filing · Form 8-KSEC EDGAR-1.04%-4.00%
Form DEFA14A BLACKLINE, INC.SEC filing · Form DEFA14ASEC EDGAR-1.04%-4.00%
BlackLine Announces Date for Fourth Quarter and Full Year 2025 Earnings Release and Conference CallPress releaseGlobeNewswire-0.20%-3.50%
Engaged Capital Announces Intention to Nominate Highly Qualified Director Candidates to BlackLine, Inc.’s BoardPress releaseBusiness Wire+0.14%-2.77%
BlackLine Board Member Tom Unterman Announces Intention to RetirePress releaseGlobeNewswire+0.28%-0.52%
Form 8-K BLACKLINE, INC. For: Dec 19SEC filing · Form 8-KSEC EDGAR+0.28%-0.52%
BlackLine Acquires WiseLayer to Enhance its AI CapabilitiesPress releaseGlobeNewswire+0.95%+2.73%
BlackLine Expands in Saudi Arabia to Support Growing Customer DemandPress releaseBusiness Wire+0.00%+0.71%
BlackLine Issues Statement Regarding Shareholder EngagementPress releaseGlobeNewswire+0.85%+2.18%
Engaged Capital Sends 220 Demand Letter to BlackLine, Inc.Press releaseBusiness Wire+0.10%+1.79%
Form 8-K BLACKLINE, INC. For: Nov 10SEC filing · Form 8-KSEC EDGAR-1.46%-0.96%
Form 10-Q BLACKLINE, INC. For: Sep 30SEC filing · Form 10-QSEC EDGAR-1.46%-0.96%
BlackLine Announces Third Quarter Financial ResultsPress releaseGlobeNewswire-0.08%+2.96%
Form 8-K BLACKLINE, INC. For: Nov 06SEC filing · Form 8-KSEC EDGAR-0.08%+2.96%
Engaged Capital Calls on BlackLine, Inc. to Announce Exploration of Strategic AlternativesPress releaseBusiness Wire+0.40%-1.41%

Each reaction is the move the market actually made, measured from the news timestamp. Headlines link through to the BL section they belong to.

Keep exploring

Where else BL is measured.

BL earnings → · Analyst actions → · SEC filings →

Other Technology names, measured the same way

TickerEventsMedian 30-min% positive
Plexus Corp. (PLXS)475+0.00%50%
ATTUNITY (ATTU)4740.00%47%
Box, Inc. Class A (BOX)472+0.03%52%
Analog Devices, Inc. (ADI)471+0.01%50%

Same sector, same measurement: percent move vs. the price at the news timestamp, read at 30 minutes. Sample sizes differ, so the medians are comparable but the confidence behind them is not.

All Technology names, measured the same way →

Every ticker we measure the same way24

Apple (AAPL)

How AAPL actually reacts to news, measured.

NVIDIA (NVDA)

How NVDA actually reacts to news, measured.

Tesla (TSLA)

How TSLA actually reacts to news, measured.

Microsoft (MSFT)

How MSFT actually reacts to news, measured.

Advanced Micro Devices (AMD)

How AMD actually reacts to news, measured.

Amazon (AMZN)

How AMZN actually reacts to news, measured.

Alphabet (GOOG)

How GOOG actually reacts to news, measured.

Meta Platforms (META)

How META actually reacts to news, measured.

Broadcom (AVGO)

How AVGO actually reacts to news, measured.

JPMorgan Chase (JPM)

How JPM actually reacts to news, measured.

Visa (V)

How V actually reacts to news, measured.

Walmart (WMT)

How WMT actually reacts to news, measured.

Eli Lilly (LLY)

How LLY actually reacts to news, measured.

UnitedHealth Group (UNH)

How UNH actually reacts to news, measured.

Netflix (NFLX)

How NFLX actually reacts to news, measured.

Johnson & Johnson (JNJ)

How JNJ actually reacts to news, measured.

Exxon Mobil (XOM)

How XOM actually reacts to news, measured.

Home Depot (HD)

How HD actually reacts to news, measured.

Costco (COST)

How COST actually reacts to news, measured.

Mastercard (MA)

How MA actually reacts to news, measured.

Oracle (ORCL)

How ORCL actually reacts to news, measured.

Salesforce (CRM)

How CRM actually reacts to news, measured.

Bank of America (BAC)

How BAC actually reacts to news, measured.

Coca-Cola (KO)

How KO actually reacts to news, measured.

Walt Disney (DIS)

How DIS actually reacts to news, measured.

Browse all tickers

Every name we’ve measured, in one place.

Method

How the numbers are made.

How is BlackLine, Inc.'s median reaction calculated?

Every labeled BL news event is measured from its own timestamp: the last trade before the news is the base price, and the move is read at fixed horizons — 30 minutes of trading, then the close. The median across 474 events is what this page reports. Point-in-time, zero look-ahead: no event borrows information from a later one.

What counts as a positive reaction?

Any event whose price move is above zero at the horizon, relative to the last trade before the news timestamp. 57% of BL's measured events are up at 30 minutes; the rest close the window flat or negative.

How often is this page updated?

The news table refreshes automatically as new events are labeled and priced. The reaction medians are re-pulled in batches from the dataset — the figures here are as of 2026-09-21.

Does BL's past reaction predict its next one?

No. These are realized facts about past events, not forecasts. They describe a distribution — they say nothing certain about any future move.

Stop guessing what the event means

You just saw one reaction.
There are 26 million more.

For investors

Know the next move, measured.

Ticker alerts with the realized reaction — not the headline spin.

Free · no credit card · unsubscribe anytime
For builders

The dataset, one command away.

claude mcp add news-quantified

Then ask Claude: “how does BL react to downgrades?” — or pull it raw via REST.

60-second signup on the NQ portal · 100 free credits/mo
26M+ news records, 2006–2026 Operating since 2012 Point-in-time, zero look-ahead Peer-reviewable methodology (SSRN) ↗